From 226a4eebe4548b7601030d02c2b02a00ccc955bb Mon Sep 17 00:00:00 2001
From: Nipun Batra <nipunbatra0@gmail.com>
Date: Fri, 17 Jul 2026 18:24:39 +0530
Subject: [PATCH] Generate one rank per evaluation cohort

---
 README.md                    |  16 +--
 index.html                   |  20 +---
 leaderboard.csv              |  36 +++---
 leaderboard.json             | 223 ++++++++++++++++++++++++++++++++++-
 src/nilmbench/leaderboard.py |  38 +++++-
 tests/test_leaderboard.py    |  37 ++++++
 tests/test_site.py           |  13 +-
 7 files changed, 334 insertions(+), 49 deletions(-)

diff --git a/README.md b/README.md
index 4ce646d..794d09d 100644
--- a/README.md
+++ b/README.md
@@ -181,13 +181,15 @@ SHA-256 so consumers can reject a partially updated artifact pair.
 Every aggregate is separated by task/config revision, model revision, runner
 revision, container digest, hardware, resolution, appliance, target-data access,
 smoke/full scope, and a digest of every protocol override. Context length,
-epochs, and sample limits remain visible in the generated table.
-The website's rank groups use a separate comparison-protocol digest covering
-effective context length and epochs, tuning method/trial budget/selection
-protocol, and the immutable runner, contrib, container, and hardware tuple. It
-intentionally excludes model-specific selected parameters and the study digest,
-so different models remain comparable and evaluation seeds from one frozen
-study can still aggregate. A corrected
+epochs, sample limits, tuning records, and runtime provenance remain visible in
+the generated artifacts.
+
+Public rank is generated once, in Python, within an evaluation cohort defined by
+task/config revision, profile, resolution, appliance, sample limit, target-data
+access, and smoke/full scope. Architecture choices such as context length and
+epoch count, and provenance changes such as a later container build, do not
+reset rank. The complete comparison-protocol digest still records those details
+for audit and exact reproduction. A corrected
 full run becomes `full-verified`, and a smoke run becomes `smoke-verified`, only
 after the required seeds 10, 20, and 42 pass source, container, and dataset
 provenance checks. Incomplete clean smoke matrices are labelled `smoke-partial`.
diff --git a/index.html b/index.html
index b2ab74b..368de27 100644
--- a/index.html
+++ b/index.html
@@ -925,7 +925,7 @@ <h2>Built to become NILM's ImageNet</h2>
     <div class="lb-sub" id="live-leaderboard-summary">Loading immutable result bundles&hellip;</div>
     <div class="table-container">
         <table class="lb">
-            <thead><tr><th>Group rank</th><th>Model</th><th>Task / appliance</th><th>MAE&darr; (W)</th><th>F1&uarr;</th><th>Params</th><th>Time&darr;</th><th>Peak VRAM&darr;</th><th>Status</th></tr></thead>
+            <thead><tr><th>Rank</th><th>Model</th><th>Task / appliance</th><th>MAE&darr; (W)</th><th>F1&uarr;</th><th>Params</th><th>Time&darr;</th><th>Peak VRAM&darr;</th><th>Status</th></tr></thead>
             <tbody id="live-leaderboard-body">
                 <tr><td colspan="9" style="color:var(--text-muted)">Loading&hellip;</td></tr>
             </tbody>
@@ -1558,12 +1558,6 @@ <h2>Cite NILMBench2026</h2>
 function memoryInMiB(value) {
   return value == null ? '&mdash;' : `${(Number(value) / 1048576).toFixed(1)} MiB`;
 }
-function comparisonKey(entry) {
-  return [
-    entry.comparison_protocol_sha256,
-    entry.appliance,
-  ].join('|');
-}
 async function loadLiveLeaderboard() {
   const body = document.getElementById('live-leaderboard-body');
   const summary = document.getElementById('live-leaderboard-summary');
@@ -1578,9 +1572,10 @@ <h2>Cite NILMBench2026</h2>
       return;
     }
     const statusOrder = {'full-verified': 0, 'smoke-verified': 1, 'smoke-partial': 2, 'candidate': 3, 'smoke-unverified': 4};
-    entries.sort((a,b)=>comparisonKey(a).localeCompare(comparisonKey(b)) ||
-      (statusOrder[a.status]??9)-(statusOrder[b.status]??9) || a.mae_mean-b.mae_mean);
-    const ranks = new Map();
+    entries.sort((a,b)=>a.ranking_protocol_sha256.localeCompare(b.ranking_protocol_sha256) ||
+      (statusOrder[a.status]??9)-(statusOrder[b.status]??9) ||
+      (a.rank??Number.MAX_SAFE_INTEGER)-(b.rank??Number.MAX_SAFE_INTEGER) ||
+      a.mae_mean-b.mae_mean);
     body.innerHTML = entries.map((entry) => {
       const protocol = [
         entry.sequence_length ? `seq ${entry.sequence_length}` : null,
@@ -1589,10 +1584,7 @@ <h2>Cite NILMBench2026</h2>
       ].filter(Boolean).join(' / ');
       const task = `${entry.task} / ${entry.appliance} / ${entry.sample_period}s` +
         (protocol ? ` / ${protocol}` : '');
-      const key = comparisonKey(entry);
-      const isVerified = entry.status === 'full-verified' || entry.status === 'smoke-verified';
-      const rank = isVerified ? (ranks.get(key) ?? 0) + 1 : null;
-      if (rank != null) ranks.set(key, rank);
+      const rank = Number.isInteger(entry.rank) ? entry.rank : null;
       const cls = rank === 1 ? ' class="gold"' : '';
       return `<tr${cls}><td class="rank">${rank ?? '&mdash;'}</td><td>${escHTML(entry.model)}</td>` +
         `<td class="fam">${escHTML(task)}</td>` +
diff --git a/leaderboard.csv b/leaderboard.csv
index 322c063..9b93cce 100644
--- a/leaderboard.csv
+++ b/leaderboard.csv
@@ -1,18 +1,18 @@
-task,family,profile,model,model_family,model_params_sha256,tuning_study_digest,model_git_sha,runner_git_sha,container_digest,hardware,sample_period,sequence_length,epochs,max_samples_per_window,protocol_overrides_sha256,comparison_protocol_sha256,appliance,target_data_access,scope,status,seeds,run_count,mae_mean,mae_std,f1_mean,f1_std,elapsed_seconds_mean,elapsed_seconds_std,trainable_parameters_mean,trainable_parameters_std,peak_accelerator_memory_bytes_mean,peak_accelerator_memory_bytes_std
-corrected-t1-redd,T1,corrected,NILMFormer,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,48.08586044774824,0.6277903001830687,0.6281731157580089,0.006296768732152522,57.085627023984365,0.9263972298357254,383283.0,0.0,4020728832.0,0.0
-corrected-t1-redd,T1,corrected,Seq2Point,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,49.13913551508602,1.368821477825844,0.738922168844469,0.02550131120698661,11.937222305607671,0.9718365327389646,13863449.0,0.0,724345856.0,0.0
-corrected-t1-redd,T1,corrected,DAE,autoencoder,07f5562c93a226b28c0f287f72c181f6a7d322c0939fb2d5ca379e6449fc5445,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,99,3,3960,fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a,81fbe9a0cd8d218ec6bbef16b85d38833c4263704915fb7564a3a69ae878ad0d,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,49.81314141919794,1.2750812946872356,0.7096876676310145,0.011508582889399363,11.623419809659632,1.069115608188479,831801.0,0.0,83911168.0,0.0
-corrected-t1-redd,T1,corrected,WindowGRU,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,50.47948637432652,1.3556019544833675,0.6971819197814662,0.007023031532984379,11.894063677988015,0.13453522512836433,427345.0,0.0,2746802688.0,0.0
-corrected-t1-redd,T1,corrected,Seq2Seq,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,53.186684329148044,0.8083813761910171,0.7212017869840711,0.030549052359127225,11.24612321498959,0.6311736800212133,3212099.0,0.0,1329563648.0,0.0
-corrected-t1-redd,T1,corrected,PatchTST,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,56.397111539882644,2.9141793059289416,0.6521443272068602,0.02538089740106514,12.306998797032671,0.6492131196627466,110977.0,0.0,126057984.0,0.0
-corrected-t1-redd,T1,corrected,MSDC,specialized,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,58.332571615678035,0.4296383540946913,0.683834543954592,0.01482408304722735,799.208691649721,5.527490501703958,23765.0,0.0,1017177600.0,0.0
-corrected-t1-redd,T1,corrected,TCN,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,58.75746796582965,7.580525322209272,0.6871346224489452,0.04896129719452161,136.11247624934185,3.1405959998419757,74151.0,0.0,242932224.0,0.0
-corrected-t1-redd,T1,corrected,ResNet,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,59.01963263951128,1.5625911625144107,0.6410368172977224,0.009335530581015182,12.622285443629758,0.29376273772591066,2410409.0,0.0,1166041600.0,0.0
-corrected-t1-redd,T1,corrected,ResNetClassification,convolutional-classification,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,63.85270731683115,0.3908975588789727,0.0,0.0,13.406618166326856,0.5643611879407473,16387058.0,0.0,1309979136.0,0.0
-corrected-t1-redd,T1,corrected,RNNAttentionClassification,recurrent-attention-classification,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,64.55737705059016,0.2343551193182739,0.0,0.0,15.105366171648106,1.9433484735227533,15414725.0,0.0,12151424000.0,0.0
-corrected-t1-redd,T1,corrected,BERT,transformer,07f5562c93a226b28c0f287f72c181f6a7d322c0939fb2d5ca379e6449fc5445,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,99,3,3960,fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a,81fbe9a0cd8d218ec6bbef16b85d38833c4263704915fb7564a3a69ae878ad0d,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,73.74553795377541,5.186088468873656,0.4710543211931381,0.020022196781206772,11.714292020963816,0.5074728817985983,803443.0,0.0,95618048.0,0.0
-corrected-t1-redd,T1,corrected,RNNAttention,recurrent-attention,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.12848631459774,0.3383526698775547,0.4767690771960958,0.004735476087685544,13.1685075579832,1.1892074262814203,1333842.0,0.0,1612759552.0,0.0
-corrected-t1-redd,T1,corrected,Mean,statistical-baseline,44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,,,3960,294356c6c7b66030569075b0afb4f8937761162c74d3e189a0091ed038522ccd,f87939131f6dbb6f094f9b285d5935b5d47100608b7e3b74f99ed979aec4096a,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.20755818231319,0.0,0.4795031055900621,0.0,9.313194934356337,1.0768063685684828,,,,
-corrected-t1-redd,T1,corrected,Reformer,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.4525865206986,0.0867117316614322,0.4795031055900621,0.0,43.49176566399789,0.9955491209174842,19540993.0,0.0,26229808640.0,0.0
-corrected-t1-redd,T1,corrected,RNN,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.5298202811438,0.5726973054994386,0.4295428301445255,0.04402182372874708,12.486517743673176,0.39894672731627295,1268049.0,0.0,3418447360.0,0.0
-corrected-t1-redd,T1,corrected,ConvLSTM,hybrid,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,82.82946027127097,2.914521861838068,0.2311816993335453,0.13497509930474993,13.459638093675798,1.6351937858137178,482913.0,0.0,13109322240.0,0.0
+task,family,profile,model,model_family,model_params_sha256,tuning_study_digest,model_git_sha,runner_git_sha,container_digest,hardware,sample_period,sequence_length,epochs,max_samples_per_window,protocol_overrides_sha256,comparison_protocol_sha256,ranking_protocol_sha256,rank,appliance,target_data_access,scope,status,seeds,run_count,mae_mean,mae_std,f1_mean,f1_std,elapsed_seconds_mean,elapsed_seconds_std,trainable_parameters_mean,trainable_parameters_std,peak_accelerator_memory_bytes_mean,peak_accelerator_memory_bytes_std
+corrected-t1-redd,T1,corrected,NILMFormer,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,1,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,48.08586044774824,0.6277903001830687,0.6281731157580089,0.006296768732152522,57.085627023984365,0.9263972298357254,383283.0,0.0,4020728832.0,0.0
+corrected-t1-redd,T1,corrected,Seq2Point,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,2,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,49.13913551508602,1.368821477825844,0.738922168844469,0.02550131120698661,11.937222305607671,0.9718365327389646,13863449.0,0.0,724345856.0,0.0
+corrected-t1-redd,T1,corrected,DAE,autoencoder,07f5562c93a226b28c0f287f72c181f6a7d322c0939fb2d5ca379e6449fc5445,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,99,3,3960,fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a,81fbe9a0cd8d218ec6bbef16b85d38833c4263704915fb7564a3a69ae878ad0d,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,3,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,49.81314141919794,1.2750812946872356,0.7096876676310145,0.011508582889399363,11.623419809659632,1.069115608188479,831801.0,0.0,83911168.0,0.0
+corrected-t1-redd,T1,corrected,WindowGRU,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,4,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,50.47948637432652,1.3556019544833675,0.6971819197814662,0.007023031532984379,11.894063677988015,0.13453522512836433,427345.0,0.0,2746802688.0,0.0
+corrected-t1-redd,T1,corrected,Seq2Seq,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,5,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,53.186684329148044,0.8083813761910171,0.7212017869840711,0.030549052359127225,11.24612321498959,0.6311736800212133,3212099.0,0.0,1329563648.0,0.0
+corrected-t1-redd,T1,corrected,PatchTST,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,6,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,56.397111539882644,2.9141793059289416,0.6521443272068602,0.02538089740106514,12.306998797032671,0.6492131196627466,110977.0,0.0,126057984.0,0.0
+corrected-t1-redd,T1,corrected,MSDC,specialized,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,7,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,58.332571615678035,0.4296383540946913,0.683834543954592,0.01482408304722735,799.208691649721,5.527490501703958,23765.0,0.0,1017177600.0,0.0
+corrected-t1-redd,T1,corrected,TCN,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,8,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,58.75746796582965,7.580525322209272,0.6871346224489452,0.04896129719452161,136.11247624934185,3.1405959998419757,74151.0,0.0,242932224.0,0.0
+corrected-t1-redd,T1,corrected,ResNet,convolutional,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,9,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,59.01963263951128,1.5625911625144107,0.6410368172977224,0.009335530581015182,12.622285443629758,0.29376273772591066,2410409.0,0.0,1166041600.0,0.0
+corrected-t1-redd,T1,corrected,ResNetClassification,convolutional-classification,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,10,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,63.85270731683115,0.3908975588789727,0.0,0.0,13.406618166326856,0.5643611879407473,16387058.0,0.0,1309979136.0,0.0
+corrected-t1-redd,T1,corrected,RNNAttentionClassification,recurrent-attention-classification,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,11,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,64.55737705059016,0.2343551193182739,0.0,0.0,15.105366171648106,1.9433484735227533,15414725.0,0.0,12151424000.0,0.0
+corrected-t1-redd,T1,corrected,BERT,transformer,07f5562c93a226b28c0f287f72c181f6a7d322c0939fb2d5ca379e6449fc5445,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,99,3,3960,fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a,81fbe9a0cd8d218ec6bbef16b85d38833c4263704915fb7564a3a69ae878ad0d,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,12,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,73.74553795377541,5.186088468873656,0.4710543211931381,0.020022196781206772,11.714292020963816,0.5074728817985983,803443.0,0.0,95618048.0,0.0
+corrected-t1-redd,T1,corrected,RNNAttention,recurrent-attention,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,13,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.12848631459774,0.3383526698775547,0.4767690771960958,0.004735476087685544,13.1685075579832,1.1892074262814203,1333842.0,0.0,1612759552.0,0.0
+corrected-t1-redd,T1,corrected,Mean,statistical-baseline,44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,,,3960,294356c6c7b66030569075b0afb4f8937761162c74d3e189a0091ed038522ccd,f87939131f6dbb6f094f9b285d5935b5d47100608b7e3b74f99ed979aec4096a,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,14,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.20755818231319,0.0,0.4795031055900621,0.0,9.313194934356337,1.0768063685684828,,,,
+corrected-t1-redd,T1,corrected,Reformer,transformer,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,15,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.4525865206986,0.0867117316614322,0.4795031055900621,0.0,43.49176566399789,0.9955491209174842,19540993.0,0.0,26229808640.0,0.0
+corrected-t1-redd,T1,corrected,RNN,recurrent,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,16,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,77.5298202811438,0.5726973054994386,0.4295428301445255,0.04402182372874708,12.486517743673176,0.39894672731627295,1268049.0,0.0,3418447360.0,0.0
+corrected-t1-redd,T1,corrected,ConvLSTM,hybrid,9d8de5f72b1010780ee736900644210cd60be6f1e27f64680ed20eaa30c158b6,,825740b39bcd44b3f4bfaf146f4c0d944843b131,83fb39e57d50ac433314e880176fef187997d5b3,sha256:dd977962c2e0d72e2d923f8f5c3e92e538f67a00495e545c2f22571001872e91,NVIDIA A100-SXM4-80GB,60,299,3,3960,7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056,68326c07a5ae30495f929d97858f5b49e5cfdeaddf78334066d74b90417f5d9e,bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4,17,fridge,not_applicable,smoke,smoke-verified,10;20;42,3,82.82946027127097,2.914521861838068,0.2311816993335453,0.13497509930474993,13.459638093675798,1.6351937858137178,482913.0,0.0,13109322240.0,0.0
diff --git a/leaderboard.json b/leaderboard.json
index 7116453..8c2fa57 100644
--- a/leaderboard.json
+++ b/leaderboard.json
@@ -1,7 +1,7 @@
 {
   "artifacts": {
     "csv_name": "leaderboard.csv",
-    "csv_sha256": "130a6394bc1f041491bb33a840d1d37a2350aadaf2673f8e59b0f2c96e24af49"
+    "csv_sha256": "7693db2ccd0c03581fd5c1d9ae53b3f3bb083c56a4fb331fca939690eeb766dc"
   },
   "entries": [
     {
@@ -69,6 +69,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 1,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "73030fec03b2384c74de17c001c09e40f97cc949e4ed0982bfd95af1a721635e",
         "863e4dd1c3ef33e0ed52697a63a5ad6db742bba14122f660a471a58d23ad143c",
@@ -163,6 +176,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 2,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "2f2d7481260deae279aa0e1d7b376d50a2362bae2e0a11243a757a27f7e13064",
         "5f58b3b479d236284b5b5666e91dfb969fea98cadc34b2e2b394e2ff9b1fd2c5",
@@ -257,6 +283,19 @@
       },
       "protocol_overrides_sha256": "fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a",
       "provenance_verified": true,
+      "rank": 3,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "9079482cff7ca1fb426dc518c6959bd036f49ea90de9caf9f1bcd62896ebdbd1",
         "b41f75deb3ffa243475b97859ce536b0570296aa81061a4a74e66504d3a2753e",
@@ -351,6 +390,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 4,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "4cb9bde15cab2fa76b1b330596bfd5118a0e309c5d0e29a6b4e1216486df244e",
         "a9e566210b505ab752a12ae9ba40e9cd0595226b70759d938b7d698619288a05",
@@ -445,6 +497,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 5,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "0d3d123799624431e17d791735dd2029d5086ca9317afa63d9e6d992be1122c1",
         "c580e6570b7f0251d57fff01c097279acab6327aadc4d6ead0cd68ce3eeed2ba",
@@ -539,6 +604,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 6,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "645467b57a9f3901c9d7dfeb4678f38e8271cca4ac949bea05f34af905ba0db7",
         "a7025964e7d8abe80996911c793d4f65f7381007863f456f8e6da48b62187aef",
@@ -633,6 +711,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 7,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "155f158fb13e12d1f701307fd81b312e61884faadf4bdb5d2d6c0f8242f66012",
         "27f781248b31b2b7e5cc89723852de739303be951c9a36e606aea6fdae254e81",
@@ -727,6 +818,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 8,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "0ac7552de10c0b19e54d36673a6982da479a1831fc29d0deba756e0dfdcbf27f",
         "38cec1110bcb4e53ca0f49388b37b13e8c3809868ba7bd1086d5576f29a67895",
@@ -821,6 +925,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 9,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "6290dd5922d63077b44f76ebe87702b88cd20457ea24c5303b847732dd84920a",
         "e52cb6ef8f2b31b47ffbf30ea66f94896e7e5bd510906f2f199e17eb03f911a7",
@@ -915,6 +1032,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 10,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "8065e7bd11a837aac7140b77a4e011441519304aeb1c8f189fac40103c593326",
         "d37b82aa6f7aa6ea1be49b37de896a62b685a15645a6f59728e629a420cbddf5",
@@ -1009,6 +1139,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 11,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "2aa65755cf4eb64e175ef7ef77de0cd1d017efd025bb0a87f86e5cbf1bfedd75",
         "688b313658b15abdbb016b8d4e369985076e1b2b56a437a1ccf7e729bc64c045",
@@ -1103,6 +1246,19 @@
       },
       "protocol_overrides_sha256": "fe0a640391067d0d8eef3655b630a41151a1bdf4cbff179ce47626525764d28a",
       "provenance_verified": true,
+      "rank": 12,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "a7aca7a81942e4133c386bfe36cd795388857071c6dbe390e3591a92b893593f",
         "c70cdd2d44c65d4c177d55701f3307baac6e466e47d5bf5de7734e452a696bd1",
@@ -1197,6 +1353,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 13,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "421844be6c76e2d9dbbd08d6ba1ccec73f1703680aa4ef234aedd5dc8141adfc",
         "65a84deccc30f630796307b1983319f0a3ad679db392b37c3dad52ec3d6701cc",
@@ -1285,6 +1454,19 @@
       },
       "protocol_overrides_sha256": "294356c6c7b66030569075b0afb4f8937761162c74d3e189a0091ed038522ccd",
       "provenance_verified": true,
+      "rank": 14,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "c46e149a787bc9c65de81676f8fddab18a6ef248d9d92cfdc4288d66bad06c63",
         "ca9081995565070588fa8ae895271f52bf62e1b6a8fc998b390e466decb957b9",
@@ -1379,6 +1561,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 15,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "3b16687835429c14148d073fc3c6f61478af88d973b9a5812dc13cd0ed71fc22",
         "403f278660ea83b33e9bb0eb7cbac8d05ae9c07fcf330acb43a3aa9562b459a7",
@@ -1473,6 +1668,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 16,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "2c3e4e96326c683130cac8092c53b9abd5be2b9784113a37927b84be350dd9e1",
         "45379dda3b95bf308daf7a2fadfb1facd908c8aaec0883e61cadf4b963de2a5a",
@@ -1567,6 +1775,19 @@
       },
       "protocol_overrides_sha256": "7f654b6d261e1d9a6e733400a6ee383eacf61da0a0f5e45ce5aa7bc88f385056",
       "provenance_verified": true,
+      "rank": 17,
+      "ranking_protocol": {
+        "appliance": "fridge",
+        "max_samples_per_window": 3960,
+        "profile": "corrected",
+        "sample_period": 60,
+        "schema": "nilmbench.ranking-protocol.v1",
+        "scope": "smoke",
+        "target_data_access": "not_applicable",
+        "task_config_sha256": "95088d9a943c124c25a2cfada707f34088c178ee85b78da9052edbd2cc69fea4",
+        "task_id": "corrected-t1-redd"
+      },
+      "ranking_protocol_sha256": "bc8002ef4b917cda509fc789093422ad2abfb3d472bd00c7df3f846d750a14b4",
       "result_file_sha256": [
         "442d2b34f4bdcbd69f62e7442783ffe41192e93b3d57bdd2965cf218985aef36",
         "9714888b16cbdf016a4d39b1783b2e0e58fe7a480579564e9135a2eeae839d13",
diff --git a/src/nilmbench/leaderboard.py b/src/nilmbench/leaderboard.py
index 0a29e51..dd3dd93 100644
--- a/src/nilmbench/leaderboard.py
+++ b/src/nilmbench/leaderboard.py
@@ -69,7 +69,7 @@ def _expected_window_samples(window: Any, sample_period: int, limit: int | None)
 
 
 def _comparison_protocol(result: dict[str, Any]) -> dict[str, Any]:
-    """Return only evaluation controls under which models may be ranked together."""
+    """Return the full training, runtime, and evaluation comparison record."""
     overrides = result["protocol_overrides"]
     task = result["task"]
     runtime = result["runtime"]
@@ -107,6 +107,27 @@ def _comparison_protocol(result: dict[str, Any]) -> dict[str, Any]:
     }
 
 
+def _ranking_protocol(entry: dict[str, Any]) -> dict[str, Any]:
+    """Return evaluation controls that define one public ranking cohort.
+
+    Model choices such as sequence length and epoch count, and provenance such as
+    the container revision, remain in the full comparison protocol.  They must not
+    create a fresh public rank: otherwise every architecture or later image build
+    can become an incomparable group of one.
+    """
+    return {
+        "schema": "nilmbench.ranking-protocol.v1",
+        "task_id": entry["task"],
+        "task_config_sha256": entry["task_config_sha256"],
+        "profile": entry["profile"],
+        "sample_period": entry["sample_period"],
+        "appliance": entry["appliance"],
+        "max_samples_per_window": entry["max_samples_per_window"],
+        "scope": entry["scope"],
+        "target_data_access": entry["target_data_access"],
+    }
+
+
 def _validate_study_contract(
     result: dict[str, Any], path: Path, config: BenchmarkConfig, task: Any
 ) -> None:
@@ -1073,6 +1094,11 @@ def build_leaderboard(
                 "result_file_sha256": sorted(row["result_file_sha256"] for row in rows),
             }
         )
+    for entry in entries:
+        ranking_protocol = _ranking_protocol(entry)
+        entry["ranking_protocol"] = ranking_protocol
+        entry["ranking_protocol_sha256"] = canonical_digest(ranking_protocol)
+
     entries.sort(
         key=lambda item: (
             item["task"],
@@ -1083,6 +1109,14 @@ def build_leaderboard(
             item["model"],
         )
     )
+    ranks: dict[str, int] = defaultdict(int)
+    for entry in entries:
+        if entry["status"] not in {"full-verified", "smoke-verified"}:
+            entry["rank"] = None
+            continue
+        cohort = entry["ranking_protocol_sha256"]
+        ranks[cohort] += 1
+        entry["rank"] = ranks[cohort]
     return {
         "schema_version": "1.0",
         "required_seeds": list(required_seeds),
@@ -1118,6 +1152,8 @@ def write_leaderboard(
         "max_samples_per_window",
         "protocol_overrides_sha256",
         "comparison_protocol_sha256",
+        "ranking_protocol_sha256",
+        "rank",
         "appliance",
         "target_data_access",
         "scope",
diff --git a/tests/test_leaderboard.py b/tests/test_leaderboard.py
index eb77c0a..87f03fa 100644
--- a/tests/test_leaderboard.py
+++ b/tests/test_leaderboard.py
@@ -480,6 +480,10 @@ def test_different_container_digests_are_never_aggregated(tmp_path):
         len({entry["comparison_protocol_sha256"] for entry in leaderboard["entries"]})
         == 2
     )
+    assert (
+        len({entry["ranking_protocol_sha256"] for entry in leaderboard["entries"]})
+        == 1
+    )
 
 
 def test_smoke_protocol_overrides_are_never_aggregated(tmp_path):
@@ -506,6 +510,37 @@ def test_smoke_protocol_overrides_are_never_aggregated(tmp_path):
     assert len({entry["comparison_protocol_sha256"] for entry in entries}) == 2
 
 
+def test_model_sequence_length_does_not_reset_public_rank(tmp_path):
+    for seed in (10, 20, 42):
+        _write_result(
+            tmp_path / "short-sequence",
+            seed,
+            scope="smoke",
+            sequence_length=99,
+            max_samples=1024,
+            mae=40.0,
+        )
+        _write_result(
+            tmp_path / "long-sequence",
+            seed,
+            scope="smoke",
+            sequence_length=299,
+            max_samples=1024,
+            mae=50.0,
+        )
+
+    entries = _build(tmp_path)["entries"]
+
+    assert [entry["sequence_length"] for entry in entries] == [99, 299]
+    assert len({entry["comparison_protocol_sha256"] for entry in entries}) == 2
+    assert len({entry["ranking_protocol_sha256"] for entry in entries}) == 1
+    assert [entry["rank"] for entry in entries] == [1, 2]
+    ranking_protocol = entries[0]["ranking_protocol"]
+    assert ranking_protocol["max_samples_per_window"] == 1024
+    assert "effective_sequence_length" not in ranking_protocol
+    assert "runtime" not in ranking_protocol
+
+
 def test_json_and_csv_artifacts_are_deterministic(tmp_path):
     for seed in (10, 20, 42):
         _write_result(tmp_path / "results", seed)
@@ -522,6 +557,8 @@ def test_json_and_csv_artifacts_are_deterministic(tmp_path):
     assert csv_path.read_bytes() == first_csv
     assert b"full-verified" in first_json
     assert b"full-verified" in first_csv
+    assert b"ranking_protocol_sha256" in first_csv
+    assert b",rank," in first_csv
     payload = json.loads(first_json)
     assert payload["artifacts"]["csv_name"] == "leaderboard.csv"
     assert payload["artifacts"]["csv_sha256"] == hashlib.sha256(first_csv).hexdigest()
diff --git a/tests/test_site.py b/tests/test_site.py
index 05d91a0..cfd7d1e 100644
--- a/tests/test_site.py
+++ b/tests/test_site.py
@@ -13,15 +13,12 @@ def test_site_loads_generated_leaderboard_and_discloses_smoke_protocol():
     assert "entry.trainable_parameters_mean" in source
     assert "entry.elapsed_seconds_mean" in source
     assert "entry.peak_accelerator_memory_bytes_mean" in source
-    assert "comparisonKey(entry)" in source
-    comparison_key = source.split("function comparisonKey(entry) {", 1)[1].split(
-        "}", 1
-    )[0]
-    assert "entry.comparison_protocol_sha256" in comparison_key
-    assert "entry.tuning_study_digest" not in comparison_key
-    assert "entry.model_params_sha256" not in comparison_key
+    assert "ranking_protocol_sha256" in source
+    assert "Number.isInteger(entry.rank)" in source
+    assert "comparisonKey(entry)" not in source
+    assert "const ranks = new Map()" not in source
     assert "entry.max_samples_per_window ?? 'full'" not in source
-    assert "Group rank" in source
+    assert "<th>Rank</th>" in source
     assert "entries.slice(0, 25)" not in source
     assert (
         "nilmbench[benchmark] @ git+https://github.com/sustainability-lab/nilmbench.git"