--- id: "/evaluation-benchmarks/advanced/page/6/" title: "Evaluation & benchmarks for advanced learners · page 6" url: "https://skillissue.dev/evaluation-benchmarks/advanced/page/6/" --- # Evaluation & benchmarks for advanced learners [Beginner](/evaluation-benchmarks/beginner/index.md) [Intermediate](/evaluation-benchmarks/intermediate/index.md) [Advanced](/evaluation-benchmarks/advanced/index.md) [Expert](/evaluation-benchmarks/expert/index.md) 452 resources · page 6 of 15 - ### [ImageNet](/evaluation/benchmarks-and-leaderboards/imagenet/index.md) by [ImageNet team (Stanford University and Princeton University)](https://www.image-net.org/) ImageNet site: the large-scale image classification dataset behind the ImageNet challenge, with download access. entity benchmark West en - ### [ImageReward](/evaluation/benchmarks-and-leaderboards/imagereward/index.md) by [Z.ai](https://www.zhipuai.cn/en) ImageReward GitHub repo (NeurIPS 2023): human preference reward model and data for text-to-image evaluation. entity repo China en - ### [ImgEdit](/evaluation/benchmarks-and-leaderboards/imgedit/index.md) by [PKU-YUAN-Lab (袁粒课题组-北大深研院)](https://pku-yuan.com) ImgEdit GitHub repo from PKU: image-editing dataset and benchmark for evaluating instruction-based editing models. entity benchmark China (PKU) en - ### [INCLUDE](/evaluation/benchmarks-and-leaderboards/include/index.md) by [Cohere Labs](https://huggingface.co/CohereLabs) Cohere Labs INCLUDE dataset: questions from local academic and professional exams in 44 languages for regional knowledge evaluation. entity benchmark Global mul - ### [IndicGLUE](/evaluation/benchmarks-and-leaderboards/indicglue/index.md) by [AI4Bharat (IIT Madras)](https://ai4bharat.iitm.ac.in/) AI4Bharat IndicGLUE page: natural-language-understanding benchmark for Indian languages with tasks and datasets. entity benchmark India mul - ### [IndoMMLU](/evaluation/benchmarks-and-leaderboards/indommlu/index.md) by [IndoLEM](https://huggingface.co/indolem) IndoMMLU dataset: questions from Indonesian school exams for evaluating language models on local knowledge. entity benchmark Indonesia id - ### [IndoNLU](/evaluation/benchmarks-and-leaderboards/indonlu/index.md) by [IndoNLP](https://github.com/IndoNLP) IndoNLU GitHub repo: Indonesian natural-language-understanding benchmark with tasks, pretrained models and starter code. entity benchmark Indonesia; international en - ### [InfiniteBench](/evaluation/benchmarks-and-leaderboards/infinitebench/index.md) by [OpenBMB](https://www.openbmb.cn) InfiniteBench GitHub repo: long-context tasks beyond 100K tokens for evaluating language models. entity benchmark China / International en - ### [Inspect Evals](/evaluation/benchmarks-and-leaderboards/inspect-evals/index.md) by [Department of Business, Energy and Industrial Strategy](https://github.com/UKGovernmentBEIS) UK AISI inspect_evals GitHub repo: collection of evaluations implemented for the Inspect AI framework. entity repo UK / International en - ### [Inspect (UK AISI)](/evaluation/benchmarks-and-leaderboards/inspect-uk-aisi/index.md) by [UK AI Security Institute](https://www.aisi.gov.uk/) UK AI Security Institute's Inspect: open-source framework for LLM evaluations with tools, sandboxes, scorers and logs. entity benchmark UK en - ### [IPA press release: AI safety evaluation demonstration and environment report meeting](/evaluation/benchmarks-and-leaderboards/ipa-press-release-aisi-tf-meeting-2026-10-09/index.md) by [Information-technology Promotion Agency, Japan (IPA)](https://www.ipa.go.jp/) IPA press release in Japanese on a briefing about AI safety evaluation trials and its open evaluation environment. entity news Japan ja - ### [IrokoBench](/evaluation/benchmarks-and-leaderboards/irokobench/index.md) by [Masakhane NLP](https://huggingface.co/masakhane) Masakhane IrokoBench collection on Hugging Face: human-translated NLI, MMLU and math tasks in 16 African languages. entity benchmark Pan-African en - ### [ISP RAS Trusted AI Research Center](/evaluation/benchmarks-and-leaderboards/isp-ras-trusted-ai-research-center/index.md) by [Ivannikov Institute for System Programming (ISP RAS)](https://www.ispras.ru/) ISP RAS research center for trustworthy AI: unit of the Russian Academy of Sciences' Institute for System Programming. entity org Russia ru - ### [JailbreakBench](/evaluation/benchmarks-and-leaderboards/jailbreakbench/index.md) by [JailbreakBench](https://github.com/JailbreakBench) JailbreakBench site: benchmark and leaderboard tracking jailbreak attacks and defences on LLMs with a fixed set of behaviours. entity benchmark International en - ### [Japan AI Safety Institute](/evaluation/benchmarks-and-leaderboards/japan-ai-safety-institute/index.md) by [Japan AI Safety Institute](https://aisi.go.jp/) Japan AI Safety Institute: government body developing AI safety evaluation methods, guides and standards. entity org Japan ja - ### [米OpenAI社とMOCを締結しました (Japan AISI)](/evaluation/benchmarks-and-leaderboards/japan-aisi-openai-moc-2026-05-29/index.md) by [Japan AI Safety Institute](https://aisi.go.jp/) Japan AISI announcement (May 2026): memorandum of cooperation signed with OpenAI. entity standard-policy Japan ja - ### [JGLUE](/evaluation/benchmarks-and-leaderboards/jglue/index.md) by [Yahoo! JAPAN](https://developer.yahoo.co.jp/oss/) JGLUE GitHub repo from Yahoo Japan: Japanese general language understanding benchmark built natively in Japanese. entity benchmark Japan ja - ### [JudgeBench](/evaluation/benchmarks-and-leaderboards/judgebench/index.md) by [ScalerLab](https://github.com/ScalerLab) JudgeBench GitHub repo: benchmark for evaluating LLM-based judges on verifiable response-comparison tasks. entity benchmark US en - ### [Kazakh LLM leaderboard](/evaluation/benchmarks-and-leaderboards/kazakh-llm-leaderboard/index.md) by [Kaz-Transformers](https://huggingface.co/kz-transformers) Kaz LLM Leaderboard Hugging Face Space: Kazakh-language benchmark results with model submissions. entity repo Kazakhstan kk - ### [KazMMLU](/evaluation/benchmarks-and-leaderboards/kazmmlu/index.md) by [Mukhammed Togmanov et al.](https://orcid.org/0009-0003-4534-9492) KazMMLU paper: a knowledge benchmark of Kazakhstan-specific questions in Kazakh and Russian for evaluating language models. entity benchmark Kazakhstan kk|ru - ### [KITTI Vision Benchmark Suite](/evaluation/benchmarks-and-leaderboards/kitti-vision-benchmark-suite/index.md) by [Karlsruhe Institute of Technology and Toyota Technological Institute (KITTI)](https://www.cvlibs.net/) KITTI Vision Benchmark Suite: real driving data and leaderboards for stereo, optical flow, odometry and object detection. entity benchmark Germany / US en - ### [KLUE](/evaluation/benchmarks-and-leaderboards/klue/index.md) by [KLUE-benchmark](https://klue-benchmark.com/) KLUE GitHub repo: Korean natural-language-understanding benchmark with eight tasks and baseline code. entity benchmark South Korea ko - ### [KMMLU](/evaluation/benchmarks-and-leaderboards/kmmlu/index.md) by [Guijin Son et al. (Yonsei University)](https://www.yonsei.ac.kr) KMMLU paper: a Korean multitask knowledge benchmark written natively in Korean rather than translated from English MMLU. entity benchmark South Korea; international en - ### [KMMLU-Redux and KMMLU-Pro](/evaluation/benchmarks-and-leaderboards/kmmlu-redux-and-kmmlu-pro/index.md) by [Seokhee Hong et al. (LG AI Research)](https://www.lgresearch.ai/) Paper introducing KMMLU-Redux, a corrected version of KMMLU, and KMMLU-Pro, built from Korean professional licensing exams. entity benchmark South Korea en - ### [KMMLU-Redux / KMMLU-Pro](/evaluation/benchmarks-and-leaderboards/kmmlu-redux-kmmlu-pro/index.md) by [LG AI Research](https://lgresearch.ai/) LG AI Research publication page for KMMLU-Redux and KMMLU-Pro, Korean benchmarks built from professional licensing exams. entity benchmark Korea ko - ### [Korea AISI](/evaluation/benchmarks-and-leaderboards/korea-aisi/index.md) by [Korea AISI](https://aisi.re.kr/) Korea AI Safety Institute: government institute for AI safety evaluation, research and international cooperation. entity org Korea ko - ### [La Leaderboard](/evaluation/benchmarks-and-leaderboards/la-leaderboard/index.md) by [La Leaderboard](https://huggingface.co/la-leaderboard) La Leaderboard Hugging Face Space: evaluation of LLMs on Spanish and other languages of Spain and Latin America. entity repo Spain/LatAm es|ca|eu|gl - ### [LAB-Bench](/evaluation/benchmarks-and-leaderboards/lab-bench-github/index.md) by [FutureHouse](https://futurehouse.org) LAB-Bench GitHub repo from FutureHouse: practical biology-research tasks such as literature, sequence and protocol questions. entity benchmark US (FutureHouse) en - ### [langfuse/langfuse](/evaluation/benchmarks-and-leaderboards/langfuse-repo/index.md) by [Langfuse](https://langfuse.com) Langfuse GitHub repo: open-source LLM tracing, evaluation and observability platform. entity repo Germany/EU en - ### [lechmazur Confabulations](/evaluation/benchmarks-and-leaderboards/lechmazur-confabulations/index.md) by [lechmazur](https://www.advameg.com) lechmazur Confabulations GitHub repo: document-based benchmark measuring how often LLMs hallucinate answers in RAG settings. entity benchmark indie en - ### [LegalBench](/evaluation/benchmarks-and-leaderboards/legalbench/index.md) by [Hazy Research (Stanford University)](https://hazyresearch.stanford.edu/) LegalBench site from Stanford: collaboratively built benchmark of legal-reasoning tasks for evaluating LLMs on US law. entity benchmark US (Stanford) en - ### [LIBERO](/evaluation/benchmarks-and-leaderboards/libero/index.md) by [libero-project](https://github.com/libero-project) LIBERO project site: robot manipulation task suites in simulation for evaluating knowledge transfer in lifelong robot learning. entity benchmark US en [Previous page](/evaluation-benchmarks/advanced/page/5/index.md) [Next page](/evaluation-benchmarks/advanced/page/7/index.md) [Plain-text Markdown copy](/evaluation-benchmarks/advanced/page/6/index.md)