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    41 repositories

    • RePro

      Public
      [Preprint 2025] Rectifying LLM Thought From Lens of Optimization
      reinforcement-learninglarge-language-modellarge-language-model-reasoning
      Python
      •
      MIT License
      •3•8•0•0•Updated Dec 5, 2025Dec 5, 2025

    • 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.
      benchmarkevaluationopenaillmchatgptlarge-language-modelllama2llama3
      Python
      •
      Apache License 2.0
      •698•6.4k•359•64•Updated Dec 5, 2025Dec 5, 2025

    • VLMEvalKit

      Public
      Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
      computer-visionevaluationpytorchgeminiopenaivqavitgptmulti-modalclip
      Python
      •
      Apache License 2.0
      •573•3.5k•183•25•Updated Dec 5, 2025Dec 5, 2025

    • SAGA

      Public
      The code repository for the NeurIPS 2025 paper "Rethinking Verification for LLM Code Generation: From Generation to Testing."
      0•10•0•0•Updated Nov 27, 2025Nov 27, 2025

    • ATLAS

      Public
      ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning
      0•5•0•0•Updated Nov 20, 2025Nov 20, 2025

    • OASIS

      Public
      Python
      •0•2•0•0•Updated Nov 12, 2025Nov 12, 2025

    • InteractScience

      Public
      JavaScript
      •
      Apache License 2.0
      •0•7•0•0•Updated Oct 31, 2025Oct 31, 2025

    • CognitiveKernel-Pro

      Public
      Deep Research Agent CognitiveKernel-Pro from Tencent AI Lab. Paper: https://arxiv.org/pdf/2508.00414
      Python
      •
      Other
      •45•0•0•0•Updated Oct 27, 2025Oct 27, 2025

    • GAOKAO-Eval

      Public
      Jupyter Notebook
      •7•111•5•0•Updated Oct 7, 2025Oct 7, 2025

    • .github

      Public
      1•0•0•0•Updated Sep 9, 2025Sep 9, 2025

    • MMBench-GUI

      Public
      Official repo of "MMBench-GUI: Hierarchical Multi-Platform Evaluation Framework for GUI Agents". It can be used to evaluate a GUI agent with a hierarchical manner across multiple platforms, including Windows, Linux, macOS, iOS, Android and Web.
      benchmark-frameworkvision-language-modelcomputer-usegui-agent
      Python
      •3•86•5•0•Updated Sep 8, 2025Sep 8, 2025

    • ReasonZoo

      Public
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Aug 27, 2025Aug 27, 2025

    • CompassVerifier

      Public
      [EMNLP 2025] CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward
      Jupyter Notebook
      •2•57•0•0•Updated Aug 10, 2025Aug 10, 2025

    • GPassK

      Public
      [ACL 2025] Are Your LLMs Capable of Stable Reasoning?
      large-language-model-evaluationreasoning-stability
      Python
      •2•31•2•0•Updated Aug 5, 2025Aug 5, 2025

    • Creation-MMBench

      Public
      Assessing Context-Aware Creative Intelligence in MLLMs
      JavaScript
      •0•23•1•0•Updated Jul 22, 2025Jul 22, 2025

    • CompassJudger

      Public
      The All-in-one Judge Models introduced by Opencompass
      Apache License 2.0
      •5•114•1•0•Updated Jul 15, 2025Jul 15, 2025

    • RaML

      Public
      [Preprint 2025] Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective
      Jupyter Notebook
      •2•6•0•0•Updated May 27, 2025May 27, 2025

    • BotChat

      Public
      Evaluating LLMs' multi-round chatting capability via assessing conversations generated by two LLM instances.
      Jupyter Notebook
      •
      Apache License 2.0
      •6•159•2•0•Updated May 22, 2025May 22, 2025

    • Ada-LEval

      Public
      The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"
      gpt4llmlong-context
      Python
      •3•55•0•0•Updated May 22, 2025May 22, 2025

    • MathBench

      Public
      [ACL 2024 Findings] MathBench: A Comprehensive Multi-Level Difficulty Mathematics Evaluation Dataset
      Apache License 2.0
      •1•109•5•0•Updated May 22, 2025May 22, 2025

    • MMBench

      Public
      Official Repo of "MMBench: Is Your Multi-modal Model an All-around Player?"
      Apache License 2.0
      •15•273•12•0•Updated May 22, 2025May 22, 2025

    • ProSA

      Public
      [EMNLP 2024 Findings] ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
      Python
      •
      Apache License 2.0
      •2•29•0•0•Updated May 22, 2025May 22, 2025

    • ANAH

      Public
      [ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2 & [ICLR 2025] Mask-DPO
      aclalignmentgpticlrneuripsllmshallucination-detectionhallucination-mitigation
      Python
      •
      Apache License 2.0
      •4•59•1•0•Updated Apr 30, 2025Apr 30, 2025

    • GTA

      Public
      [NeurIPS 2024 D&B Track] GTA: A Benchmark for General Tool Agents
      llm-agentllm-evaluation
      Python
      •
      Apache License 2.0
      •7•130•1•0•Updated Mar 28, 2025Mar 28, 2025

    • oc_doc_website

      Public
      0•0•0•0•Updated Feb 12, 2025Feb 12, 2025

    • CriticEval

      Public
      [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs
      Python
      •
      Apache License 2.0
      •2•48•0•0•Updated Nov 29, 2024Nov 29, 2024

    • lagent-cibench

      Public
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Sep 23, 2024Sep 23, 2024

    • hinode

      Public
      A clean documentation and blog theme for your Hugo site based on Bootstrap 5
      HTML
      •
      MIT License
      •63•0•0•0•Updated Sep 1, 2024Sep 1, 2024

    • storage

      Public
      Apache License 2.0
      •0•0•0•0•Updated Aug 18, 2024Aug 18, 2024

    • CompassBench

      Public
      Demo data of CompassBench
      3•11•3•0•Updated Aug 7, 2024Aug 7, 2024