--- id: "/tags/evaluation-benchmarks/page/4/" title: "Evaluation Benchmarks · page 4" url: "https://skillissue.dev/tags/evaluation-benchmarks/page/4/" --- # Evaluation Benchmarks [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 513 resources · page 4 of 17 - ### [CyberGym](/evaluation/benchmarks-and-leaderboards/cybergym/index.md) by [sunblaze-ucb](https://github.com/sunblaze-ucb) Berkeley CyberGym GitHub repo: evaluation of AI agents on real software vulnerabilities. entity repo US en - ### [CyberSecEval 4](/evaluation/benchmarks-and-leaderboards/cyberseceval/index.md) by [Meta Llama](https://llama.meta.com/) Meta CyberSecEval 4 documentation: open benchmarks for cybersecurity risks and capabilities of LLMs. entity repo US en - ### [Cyberspace Administration of China (网信办)](/evaluation/benchmarks-and-leaderboards/cyberspace-administration-of-china/index.md) by [Cyberspace Administration of China](https://www.cac.gov.cn/) Cyberspace Administration of China official site: regulator publishing China's internet and AI rules. entity standard-policy China zh - ### [D4RL](/evaluation/benchmarks-and-leaderboards/d4rl/index.md) by [Farama Foundation](https://farama.org) Farama D4RL GitHub repo: reference environments and datasets for offline reinforcement learning. entity repo US / International en - ### [data.gouv.fr "IA culturelles"](/evaluation/benchmarks-and-leaderboards/data-gouv-fr-ia-culturelles/index.md) by [data.gouv.fr (French Government)](https://www.data.gouv.fr/) data.gouv.fr topic page for the French Ministry of Culture's IA culturelles challenge, linking related open datasets. entity dataset France fr - ### [SuperCLUE benchmark results (DataLearner)](/evaluation/benchmarks-and-leaderboards/datalearner-superclue-mirror/index.md) by [DataLearner](https://www.datalearner.com/) DataLearner page mirroring SuperCLUE Chinese LLM leaderboard scores across releases. entity directory China zh - ### [DeepEval](/evaluation/benchmarks-and-leaderboards/deepeval/index.md) by [Confident AI](https://www.confident-ai.com) Confident AI DeepEval GitHub repo: framework for unit-testing and evaluating LLM outputs with metrics. entity repo US en - ### [Lapa LLM developers have created a leaderboard comparing AI models (dev.ua)](/evaluation/benchmarks-and-leaderboards/dev-ua-on-the-ukrainian-leaderboard-2025-12-23/index.md) by [dev.ua](https://dev.ua/) dev.ua report on a leaderboard ranking LLMs on Ukrainian language skill, by the Lapa LLM developers. entity news Ukraine en|uk - ### [DocVQA](/evaluation/benchmarks-and-leaderboards/docvqa/index.md) by [DocVQA team (CVC, Universitat Autònoma de Barcelona)](https://www.docvqa.org/) DocVQA site: document visual question answering challenges and datasets built from real document images. entity benchmark Spain / International en - ### [DPG-Bench (TencentQQGYLab/ELLA)](/evaluation/benchmarks-and-leaderboards/dpg-bench/index.md) by [TencentQQGYLab](https://github.com/TencentQQGYLab) TencentQQGYLab ELLA GitHub repo: LLM-equipped diffusion models and the DPG-Bench dense prompt benchmark. entity repo China en - ### [DREAM Challenges](/evaluation/benchmarks-and-leaderboards/dream-challenges/index.md) by [Sage Bionetworks (DREAM Challenges)](https://sagebionetworks.org/) Sage Bionetworks page for DREAM Challenges: community biomedical challenges with held-out data and evaluation protocols. entity benchmark International en - ### [DreamBench++](/evaluation/benchmarks-and-leaderboards/dreambench/index.md) by [dreambenchplus](https://github.com/dreambenchplus) DreamBench++ project page: a human-aligned benchmark for personalised, subject-driven image generation. entity benchmark China / International en - ### [EditBench](/evaluation/benchmarks-and-leaderboards/editbench/index.md) by [Google Research](https://research.google/) Google Research page for Imagen Editor and EditBench, a benchmark for text-guided image inpainting with human evaluation. entity benchmark US en - ### [EgoSchema](/evaluation/benchmarks-and-leaderboards/egoschema/index.md) by [egoschema](https://github.com/egoschema) EgoSchema site: long-form egocentric video question answering for testing long-range video understanding. entity benchmark US en - ### [EleutherAI LM Evaluation Harness](/evaluation/eval-harnesses/eleutherai-lm-evaluation-harness/index.md) by [EleutherAI](https://www.eleuther.ai) EleutherAI lm-evaluation-harness GitHub repo: framework for few-shot evaluation of language models on many benchmarks. entity repo International en - ### [encodechka](/evaluation/benchmarks-and-leaderboards/encodechka/index.md) by [David Dale](https://daviddale.me) encodechka GitHub repo: benchmark of Russian sentence encoders across tasks, with a results table. entity leaderboard RU en - ### [Epoch AI Benchmarking Hub](/evaluation/benchmarks-and-leaderboards/epoch-ai-benchmarking-hub/index.md) by [Epoch AI](https://epoch.ai/) Epoch AI Benchmarking Hub: results of AI models on challenging benchmarks, run by Epoch and others, with methods. entity leaderboard West en - ### [HealthBench Professional: Benchmark review (Epoch AI)](/evaluation/benchmarks-and-leaderboards/epoch-ai-healthbench-professional-review/index.md) by [Epoch AI](https://epoch.ai/) Epoch AI review of HealthBench Professional, auditing sampled tasks for errors and assessing the benchmark's reliability. entity benchmark US (non-profit) en - ### [EU AI Office](/evaluation/benchmarks-and-leaderboards/eu-ai-office/index.md) by [European Commission](https://commission.europa.eu/) European Commission page on the EU AI Office, which supervises general-purpose AI models under the EU AI Act. entity benchmark EU en - ### [EuroEval/EuroEval](/evaluation/benchmarks-and-leaderboards/euroeval/index.md) by [EuroEval](https://euroeval.com) EuroEval GitHub repo: a benchmarking framework for language models across European languages, with reproducible datasets. entity benchmark Europe en - ### [EuroEval](/evaluation/benchmarks-and-leaderboards/euroeval-ex-scandeval/index.md) by [Alexandra Institute (EuroEval)](https://alexandra.dk/) EuroEval: benchmark and leaderboards for language models across 30+ European languages. entity leaderboard EU/Nordics mul - ### [EuroEval HF org](/evaluation/benchmarks-and-leaderboards/euroeval-hf-org/index.md) by [EuroEval](https://huggingface.co/EuroEval) EuroEval Hugging Face organisation hosting European language model evaluation datasets and results. entity leaderboard EU/Nordics mul - ### [European LLM Leaderboard (Eurolingua)](/evaluation/benchmarks-and-leaderboards/eurolingua-european-llm-leaderboard-ex-opengpt-x/index.md) by [EuroLingua-GPT](https://huggingface.co/Eurolingua) Eurolingua European LLM Leaderboard Hugging Face Space: model results on benchmarks in European languages. entity repo EU/Germany eu|mul - ### [EvalCrafter](/evaluation/benchmarks-and-leaderboards/evalcrafter/index.md) by [EvalCrafter](https://github.com/evalcrafter) EvalCrafter project page: a framework for evaluating text-to-video models with automatic metrics and human ratings. entity benchmark China / International en - ### [EvalPlus](/evaluation/benchmarks-and-leaderboards/evalplus/index.md) by [evalplus](https://github.com/evalplus) EvalPlus site: HumanEval+ and MBPP+ with extended test cases for more accurate evaluation of code LLMs. entity benchmark US / International en - ### [EvalScope](/evaluation/benchmarks-and-leaderboards/evalscope/index.md) by [ModelScope](https://www.modelscope.cn/) ModelScope EvalScope GitHub repo: framework for evaluating model quality and inference performance. entity repo China zh - ### [FAR.AI AI Security Leaderboard](/evaluation/benchmarks-and-leaderboards/far-ai-ai-security-leaderboard/index.md) by [FAR.AI](https://far.ai/) FAR.AI AI Security Leaderboard comparing model safeguards against a taxonomy of attacks with a published methodology. entity benchmark US / International en - ### [FinanceBench](/evaluation/benchmarks-and-leaderboards/financebench/index.md) by [patronus-ai](https://github.com/patronus-ai) FinanceBench GitHub repo from Patronus AI: open-book financial question answering over public company filings. entity benchmark US (Patronus AI) en - ### [FinanceBench (Patronus AI)](/evaluation/benchmarks-and-leaderboards/financebench-patronus-ai/index.md) by [Patronus AI](https://www.patronus.ai/) Patronus AI announcement of FinanceBench, question answering over public financial filings to measure LLM failures. entity benchmark US en - ### [FlagEval](/evaluation/benchmarks-and-leaderboards/flageval/index.md) by [FlagOpen](https://github.com/FlagOpen) BAAI FlagEval GitHub repo: large model evaluation system covering many models and tasks. entity repo China zh - ### [FlagEval (BAAI)](/evaluation/benchmarks-and-leaderboards/flageval-baai/index.md) by [Beijing Academy of Artificial Intelligence (BAAI)](https://www.baai.ac.cn/) FlagEval: Beijing Academy of Artificial Intelligence platform for evaluating large models. entity leaderboard CN en - ### [Flames](/evaluation/benchmarks-and-leaderboards/flames/index.md) by [OpenAI45Lab](https://github.com/AI45Lab) Flames GitHub repo: an adversarial Chinese benchmark of prompts on fairness, safety, morality, legality and data protection. entity benchmark China [STATE] (Shanghai AI Lab + Fudan NLP) zh [Previous page](/tags/evaluation-benchmarks/page/3/index.md) [Next page](/tags/evaluation-benchmarks/page/5/index.md) [Plain-text Markdown copy](/tags/evaluation-benchmarks/page/4/index.md)