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1. open-compass/opencompass open-compass/opencompass Public

   OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

   Python 7.4k 859

2. open-compass/AgentCompass open-compass/AgentCompass Public

   [EMNLP 2026] AgentCompass is an extensible open-source evaluation infrastructure for systematically assessing LLM/VLM agent capabilities.

   Python 125 25

3. Divide-Then-Aggregate Divide-Then-Aggregate Public

   (ACL 2025) Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation

   Python 12 3

4. VisLingInstruct VisLingInstruct Public

   (NAACL 2024) VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization

   Python 9

5. ToolMaze ToolMaze Public

   When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents

   Python 8 1

6. SDA SDA Public

   (LREC-COLING 2024) SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning

   Python 3