--- id: "/evaluation-benchmarks/expert/page/10/" title: "Evaluation & benchmarks for expert learners · page 10" url: "https://skillissue.dev/evaluation-benchmarks/expert/page/10/" --- # Evaluation & benchmarks for expert 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) 443 resources · page 10 of 14 - ### [OpenCompass HF leaderboard](/evaluation/benchmarks-and-leaderboards/opencompass-hf-leaderboard/index.md) by [OpenCompass](https://huggingface.co/opencompass) OpenCompass LLM Leaderboard Hugging Face Space: OpenCompass evaluation results for language models. entity repo China zh|en - ### [OpenDriveLab Autonomous Grand Challenge 2025](/evaluation/benchmarks-and-leaderboards/opendrivelab-autonomous-grand-challenge-2025/index.md) by [OpenDriveLab](https://opendrivelab.com/) OpenDriveLab Autonomous Grand Challenge 2025: CVPR 2025 autonomous-driving and embodied AI tracks such as NAVSIM. entity benchmark China/Hong Kong (HKU OpenDriveLab) en - ### [OpenDriveLab events](/evaluation/benchmarks-and-leaderboards/opendrivelab-events/index.md) by [OpenDriveLab](https://opendrivelab.com/) OpenDriveLab events page listing its autonomous-driving and embodied AI challenges and workshops. entity community Hong Kong en - ### [OpenML](/evaluation/benchmarks-and-leaderboards/openml/index.md) by [OpenML](https://www.openml.org/) OpenML: open platform for sharing machine-learning datasets, tasks, algorithms and experiment runs. entity benchmark Netherlands / International en - ### [OpenRouter rankings](/evaluation/benchmarks-and-leaderboards/openrouter-rankings/index.md) by [OpenRouter](https://openrouter.ai/) OpenRouter rankings: models ranked by tokens processed through the OpenRouter API, by app and category. entity leaderboard West en - ### [OSWorld 2.0](/evaluation/benchmarks-and-leaderboards/osworld-2-0/index.md) by [XLANG Lab (University of Hong Kong)](https://xlang.ai/) OSWorld 2.0 site: benchmark of long-horizon real-world computer tasks for evaluating computer-use agents. entity benchmark Hong Kong en - ### [Polska AI przegrała z gigantami. Bielik i PLLuM wypadły słabo w testach (Bankier.pl)](/evaluation/benchmarks-and-leaderboards/oxido-polish-llm-test-bankier-pap-2026-03-17/index.md) by [Bankier.pl](https://bankier.pl/) Bankier.pl article reporting a Polish LLM test of 20 tasks in which the Polish models Bielik and PLLuM were compared to global models. entity benchmark Poland pl - ### [P3D-Bench](/evaluation/benchmarks-and-leaderboards/p3d-bench/index.md) by [SpatiaOS](https://github.com/SpatiaOS) P3D-Bench GitHub repo: benchmark of MLLMs on parametric 3D generation and structural reasoning. entity repo International en - ### [PDEBench](/evaluation/benchmarks-and-leaderboards/pdebench/index.md) by [pdebench](https://github.com/pdebench) PDEBench GitHub repo: PDE datasets and baselines for scientific machine learning. entity repo West en - ### [Phare](/evaluation/benchmarks-and-leaderboards/phare/index.md) by [Giskard](https://www.giskard.ai/) Giskard Phare site: multilingual benchmark of LLM safety and security, including hallucination, bias and harmful content. entity benchmark France / International mul - ### [PhysBench](/evaluation/benchmarks-and-leaderboards/physbench/index.md) by [PhysBench](https://github.com/PhysBench) PhysBench project page: benchmark of physical-world questions testing vision-language models on objects, motion and interactions. entity benchmark International en - ### [PhysioNet Challenges](/evaluation/benchmarks-and-leaderboards/physionet-challenges/index.md) by [PhysioNet (MIT Laboratory for Computational Physiology)](https://physionet.org/) PhysioNet Challenges page: annual open challenges on clinical physiological-signal analysis with scoring methods and data. entity benchmark US / International en - ### [Polish LLM benchmarks (CodeSOTA)](/evaluation/benchmarks-and-leaderboards/polish-llm-benchmarks-codesota/index.md) by [CodeSOTA](https://www.codesota.com/) CodeSOTA page aggregating Polish LLM benchmark results for models such as Bielik, PLLuM, GPT, Claude and Gemini. entity directory Poland pl - ### [POPE](/evaluation/benchmarks-and-leaderboards/pope/index.md) by [Yifan Li](https://github.com/AoiDragon) POPE GitHub repo (EMNLP 2023): polling-based evaluation of object hallucination in vision-language models. entity repo China en - ### [PORTULAN Portuguese LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/portulan-portuguese-llm-leaderboard/index.md) by [PORTULAN](https://huggingface.co/PORTULAN) PORTULAN Portuguese LLM Leaderboard Hugging Face Space: live ranking of models on Portuguese tasks. entity repo Portugal pt - ### [Procgen Benchmark](/evaluation/benchmarks-and-leaderboards/procgen-benchmark/index.md) by [OpenAI](https://openai.com/) OpenAI Procgen GitHub repo: procedurally generated game environments for RL generalisation. entity repo US en - ### [ProgramBench](/evaluation/benchmarks-and-leaderboards/programbench/index.md) by [ProgramBench](https://programbench.com/) ProgramBench site: benchmark testing whether language models can rebuild complete programs from scratch. entity benchmark US en - ### [ProteinGym](/evaluation/benchmarks-and-leaderboards/proteingym/index.md) by [Marks Lab (Harvard Medical School)](https://www.proteingym.org/) ProteinGym: benchmark and leaderboard for predicting the effects of protein mutations. entity leaderboard West en - ### [Pydantic AI](/evaluation/benchmarks-and-leaderboards/pydantic-ai-repo-evals-durable-exec/index.md) by [Pydantic](https://pydantic.dev) Pydantic AI GitHub repo: type-safe Python agent framework with evals and durable execution. entity repo UK en - ### [Rapidata Image-to-3D](/evaluation/benchmarks-and-leaderboards/rapidata-image-to-3d/index.md) by [Rapidata](https://www.rapidata.ai/) benchmark.ai Image-to-3D leaderboard from Rapidata ranking 3D generation models by pairwise human preference votes. entity benchmark Switzerland / Global en - ### [RewardBench](/evaluation/benchmarks-and-leaderboards/rewardbench/index.md) by [Ai2](https://allenai.org/) RewardBench GitHub repo from Ai2: tool and dataset for evaluating reward models across preference categories. entity benchmark US en - ### [RLBench](/evaluation/benchmarks-and-leaderboards/rlbench/index.md) by [Stephen James](https://stepjam.github.io/) RLBench GitHub repo: large-scale benchmark and learning environment for robot manipulation. entity repo UK en - ### [RoboArena](/evaluation/benchmarks-and-leaderboards/roboarena/index.md) by [robo-arena](https://github.com/robo-arena) RoboArena: real-world evaluation of generalist robot policies through blind pairwise trials on DROID robots. entity leaderboard US (multi-institution) en - ### [RoboCasa](/evaluation/benchmarks-and-leaderboards/robocasa/index.md) by [RoboCasa](https://robocasa.ai/) RoboCasa site: large-scale kitchen simulation framework for training and evaluating household robot policies. entity benchmark US en - ### [Robot learning leaderboard (RoboArena)](/evaluation/benchmarks-and-leaderboards/robot-learning-leaderboard-roboarena/index.md) by [RoboArena team (Pranav Atreya, Karl Pertsch et al.)](https://www.robot-learning.ml/) Robot-learning.ml leaderboard site for evaluating robot learning policies. entity leaderboard West - ### [RoboTwin](/evaluation/benchmarks-and-leaderboards/robotwin/index.md) by [RoboTwin-Platform](https://github.com/RoboTwin-Platform) RoboTwin 2.0 project page: dual-arm robot manipulation benchmark and simulated data generator. entity benchmark China / International en - ### [RULER](/evaluation/benchmarks-and-leaderboards/ruler/index.md) by [NVIDIA Corporation](https://nvidia.com) NVIDIA RULER GitHub repo: synthetic benchmark measuring the real usable context length of long-context models. entity leaderboard West en - ### [Russian AI Alliance (Альянс в сфере ИИ)](/evaluation/benchmarks-and-leaderboards/russian-ai-alliance/index.md) by [AI Alliance Russia](https://a-ai.ru/) Russian AI Alliance site, the industry association of Sber, Yandex, MTS and others that runs the MERA benchmark. entity community Russia ru - ### [Russian SuperGLUE](/evaluation/benchmarks-and-leaderboards/russian-superglue/index.md) by [Natural Language Processing in Russian](https://github.com/RussianNLP) Russian SuperGLUE GitHub repo: Russian general language understanding benchmark with tasks and baselines. entity benchmark Russia ru - ### [S-Eval](/evaluation/benchmarks-and-leaderboards/s-eval/index.md) by [IS2Lab](https://is2lab.github.io) S-Eval GitHub repo: about 220,000 safety prompts, including adversarial variants, for automated LLM safety evaluation. entity benchmark China (Zhejiang Univ. + Alibaba AAIG, inferred) zh|en - ### [S-Eval leaderboard (Alibaba)](/evaluation/benchmarks-and-leaderboards/s-eval-leaderboard-alibaba/index.md) by [Alibaba (S-Eval)](https://www.alibabagroup.com/) Alibaba S-Eval leaderboard in Chinese: safety evaluation rankings of large language models. entity leaderboard China (commercial) zh - ### [SafetyBench](/evaluation/benchmarks-and-leaderboards/safetybench/index.md) by [thu-coai](https://coai.cs.tsinghua.edu.cn/) SafetyBench GitHub repo from Tsinghua: multiple-choice safety benchmark for LLMs across seven categories, in Chinese and English. entity benchmark China zh [Previous page](/evaluation-benchmarks/expert/page/9/index.md) [Next page](/evaluation-benchmarks/expert/page/11/index.md) [Plain-text Markdown copy](/evaluation-benchmarks/expert/page/10/index.md)