--- id: "/evaluation-benchmarks/" title: "Evaluation & benchmarks" url: "https://skillissue.dev/evaluation-benchmarks/" --- # Evaluation & benchmarks Evaluation & benchmarks - [agent & coding evals](/evaluation-benchmarks/agent-coding-evals/index.md) (85) - [autonomous driving](/evaluation-benchmarks/autonomous-driving/index.md) (1) - [general leaderboards](/evaluation-benchmarks/general-leaderboards/index.md) (248) - [modality evals (image/video/speech)](/evaluation-benchmarks/modality-evals-image-video-speech/index.md) (87) - [physics & simulation](/evaluation-benchmarks/physics-simulation/index.md) (1) - [safety & efficiency evals](/evaluation-benchmarks/safety-efficiency-evals/index.md) (44) - [safety evals](/evaluation-benchmarks/safety-evals/index.md) (1) - [science & domain evals](/evaluation-benchmarks/science-domain-evals/index.md) (45) - [vision](/evaluation-benchmarks/vision/index.md) (1) [Beginner](/evaluation-benchmarks/beginner/index.md) [Intermediate](/evaluation-benchmarks/intermediate/index.md) [Advanced](/evaluation-benchmarks/advanced/index.md) [Expert](/evaluation-benchmarks/expert/index.md) 513 resources ยท page 1 of 17 - ### [China's Most Powerful Large Model: Who Is the Real No.1 Among All Claimants? (36Kr)](/evaluation/benchmarks-and-leaderboards/36kr-chinese-models-across-aa-arena-and-superclue-2026-09-01/index.md) by [36Kr](https://36kr.com/) 36Kr article comparing Chinese models across SuperCLUE, Artificial Analysis and Arena rankings. entity news China en|zh - ### [3D Arena (HF Space)](/evaluation/benchmarks-and-leaderboards/3d-arena-hf-space/index.md) by [3D Arena](https://huggingface.co/3d-arena) 3D Arena Space: voting arena and leaderboard for AI-generated 3D models. entity leaderboard HF en - ### [3DGen-Arena (3DTopia)](/evaluation/benchmarks-and-leaderboards/3dgen-arena-3dtopia/index.md) by [3DTopia](https://huggingface.co/3DTopia) 3DTopia 3DGen-Arena Space: arena comparing open-source text- and image-to-3D generation models. entity leaderboard China (Shanghai AI Lab / 3DTopia per memory) en - ### [AA-3D](/evaluation/benchmarks-and-leaderboards/aa-3d/index.md) by [Artificial Analysis](https://artificialanalysis.ai/) Artificial Analysis AA-3D benchmark comparing how well AI models build interactive 3D experiences, judged by blind panel comparisons. entity benchmark Australia / Global en - ### [Artificial Analysis Intelligence Benchmarking methodology](/evaluation/benchmarks-and-leaderboards/aa-agentic-evals-gdpval-aa-aa-briefcase-automationbench-aa-gdp-pdf/index.md) by [Artificial Analysis](https://artificialanalysis.ai/) Artificial Analysis methodology page describing the benchmarks, weights and scoring behind its Intelligence Index for LLMs. entity benchmark US/UK (AA) en - ### [ActivityNet](/evaluation/benchmarks-and-leaderboards/activitynet/index.md) by [ActivityNet](https://github.com/activitynet) ActivityNet GitHub repo: tools and evaluation code for the ActivityNet human activity benchmark. entity repo International en - ### [AfroBench](/evaluation/benchmarks-and-leaderboards/afrobench/index.md) by [Masakhane NLP](https://huggingface.co/masakhane) Masakhane AfroBench collection on Hugging Face: datasets for benchmarking LLMs across many African languages. entity benchmark Pan-African en - ### [AfroBench site/leaderboard](/evaluation/benchmarks-and-leaderboards/afrobench-site-leaderboard/index.md) by [McGill NLP](https://mcgill-nlp.github.io/) AfroBench site: benchmark evaluating LLMs on 64 African languages across 15 NLP tasks. entity leaderboard Africa mul - ### [AgentBench](/evaluation/benchmarks-and-leaderboards/agentbench/index.md) by [THUKEG](https://huggingface.co/THUDM) AgentBench GitHub repo (Tsinghua): benchmark evaluating LLMs as agents across multiple interactive environments. entity leaderboard CN en - ### [AgentBoard](/evaluation/benchmarks-and-leaderboards/agentboard/index.md) by [NLP Group @ HKUST](https://jxhe.github.io/group/) HKUST AgentBoard GitHub repo: analytical evaluation board for multi-turn LLM agents with progress tracking. entity repo Hong Kong / China en - ### [ethz-spylab/agentdojo](/evaluation/benchmarks-and-leaderboards/agentdojo/index.md) by [SPY Lab](https://spylab.ai) ETH SPY Lab AgentDojo GitHub repo: environment evaluating prompt injection attacks and defences for LLM agents. entity repo Switzerland en - ### [ai-safety-institute/AgentHarm](/evaluation/benchmarks-and-leaderboards/agentharm/index.md) by [UK AI Security Institute](https://huggingface.co/ai-safety-institute) UK AISI AgentHarm dataset on Hugging Face: harmful agentic tasks for measuring whether LLM agents comply with misuse requests. entity benchmark UK [STATE] (UK AISI + Gray Swan) en - ### [AGI-Eval (agi-eval.cn)](/evaluation/benchmarks-and-leaderboards/agi-eval-agi-eval-cn/index.md) by [AGI-Eval team](https://agi-eval.cn/) AGI-Eval: Chinese arena-style platform for evaluating large language models. entity leaderboard China zh - ### [AI Fairness 360](/evaluation/benchmarks-and-leaderboards/ai-fairness-360/index.md) by [Trusted-AI](https://github.com/Trusted-AI) AIF360 GitHub repo (originally IBM): fairness metrics and bias mitigation algorithms for datasets and models. entity repo US; international en - ### [AI Verify Foundation / Project Moonshot (Singapore)](/evaluation/benchmarks-and-leaderboards/ai-verify-foundation-project-moonshot-singapore/index.md) by [AI Verify Foundation](https://aiverifyfoundation.sg/) Singapore's AI Verify Foundation site, home of the AI Verify testing toolkit and Project Moonshot for LLM red-teaming and benchmarking. entity benchmark Singapore en - ### [AI4Bharat Launches Indic LLM Arena (CXO Digital Pulse)](/evaluation/benchmarks-and-leaderboards/ai4bharat-indic-llm-arena-press/index.md) by [CXO Digitalpulse](https://www.cxodigitalpulse.com/) CXO Digital Pulse report on AI4Bharat's Indic LLM Arena, a crowd-sourced evaluation platform for Indian languages. entity leaderboard India mul - ### [Aider polyglot leaderboard](/evaluation/benchmarks-and-leaderboards/aider-polyglot-leaderboard/index.md) by [Aider](https://aider.chat/) Aider LLM leaderboards: model scores on polyglot code-editing exercises with cost. entity leaderboard West en - ### [AILuminate](/evaluation/benchmarks-and-leaderboards/ailuminate/index.md) by [MLCommons](https://mlcommons.org/) MLCommons AILuminate benchmark that rates the safety of general-purpose chat models' responses to hazardous text prompts. entity benchmark International en - ### [AIR-Bench 2024](/evaluation/benchmarks-and-leaderboards/air-bench-2024/index.md) by [Stanford Center for Research on Foundation Models](https://crfm.stanford.edu/) AIR-Bench 2024 GitHub repo from Stanford CRFM: safety benchmark with a risk taxonomy drawn from regulations and company policies. entity benchmark US (Stanford CRFM) en - ### [AlignBench](/evaluation/benchmarks-and-leaderboards/alignbench/index.md) by [THUKEG](https://huggingface.co/THUDM) AlignBench GitHub repo: multi-dimensional benchmark for evaluating alignment of Chinese LLMs, with reference answers. entity benchmark China zh - ### [AlpaSim E2E Closed-Loop Challenge 2026](/evaluation/benchmarks-and-leaderboards/alpasim-e2e-closed-loop-challenge-2026/index.md) by [OpenDriveLab](https://opendrivelab.com/) OpenDriveLab AlpaSim 2026 challenge: closed-loop benchmark for autonomous-driving policies on safety, generalisation and efficiency. entity benchmark Hong Kong/US (HKU OpenDriveLab, NVIDIA ASPIRE, KE:SAI) en - ### [AndroidWorld](/evaluation/benchmarks-and-leaderboards/androidworld/index.md) by [Google Research](https://research.google) Google Research AndroidWorld GitHub repo: environment and benchmark for autonomous agents on Android. entity repo US en - ### [Apollo Research](/evaluation/benchmarks-and-leaderboards/apollo-research-2/index.md) by [Apollo Research](https://apolloresearch.ai/) Apollo Research site, an AI safety lab publishing evaluations of scheming and deceptive behaviour in frontier models. entity benchmark UK en - ### [AppWorld](/evaluation/benchmarks-and-leaderboards/appworld/index.md) by [AppWorld team (Stony Brook University)](https://appworld.dev/) AppWorld benchmark: a simulated world of everyday apps and APIs for testing coding agents on stateful multi-app tasks. entity benchmark US en - ### [ArabicMMLU](/evaluation/benchmarks-and-leaderboards/arabicmmlu/index.md) by [MBZUAI NLP department](https://mbzuai.ac.ae/) ArabicMMLU GitHub repo: Arabic knowledge benchmark built from school exams across North African, Levantine and Gulf regions. entity benchmark United Arab Emirates; Arab region ar - ### [Inception Multilingual Leaderboards](/evaluation/benchmarks-and-leaderboards/aragen-inception-multilingual-leaderboards/index.md) by [Inception42](https://huggingface.co/inception42) Inception multilingual leaderboards Hugging Face Space, including AraGen for Arabic generation. entity repo UAE ar - ### [ARC-AGI-3](/evaluation/benchmarks-and-leaderboards/arc-agi-3/index.md) by [ARC Prize Foundation](https://arcprize.org/) ARC-AGI-3 page from ARC Prize: an interactive benchmark where agents must learn the rules of novel game environments. entity benchmark US mul - ### [ARC-AGI leaderboard](/evaluation/benchmarks-and-leaderboards/arc-agi-leaderboard/index.md) by [ARC Prize Foundation](https://arcprize.org/) ARC Prize leaderboard: model scores on ARC-AGI abstraction benchmarks plotted against cost per task. entity leaderboard West en - ### [Arcade Learning Environment](/evaluation/benchmarks-and-leaderboards/arcade-learning-environment/index.md) by [Farama Foundation](https://farama.org/) Documentation for the Arcade Learning Environment, the Atari 2600 interface used to train and evaluate reinforcement-learning agents. entity benchmark International en - ### [Arena Raises $200M Series B at $3.1B Valuation](/evaluation/benchmarks-and-leaderboards/arena-alignment-index-series-b-post/index.md) by [Arena (formerly LMArena)](https://arena.ai/) Arena blog post on its Series B and the launch of its AI Alignment Index, measuring unsafe agent behaviour on real traces. entity leaderboard US (commercial) en - ### [Artificial Analysis](/evaluation/benchmarks-and-leaderboards/artificial-analysis/index.md) by [Artificial Analysis](https://artificialanalysis.ai/) Artificial Analysis: independent benchmarks comparing AI models and API providers on intelligence, price, speed and latency. entity leaderboard UK/US en - ### [Artificial Analysis ASR leaderboard](/evaluation/benchmarks-and-leaderboards/artificial-analysis-asr-leaderboard/index.md) by [Artificial Analysis](https://artificialanalysis.ai/) Artificial Analysis leaderboard for non-streaming speech-to-text, comparing word error rate, processing speed and price per model. entity benchmark Australia / Global en [Next page](/evaluation-benchmarks/page/2/index.md) [Plain-text Markdown copy](/evaluation-benchmarks/index.md)