--- id: "/evaluation-benchmarks/advanced/page/9/" title: "Evaluation & benchmarks for advanced learners · page 9" url: "https://skillissue.dev/evaluation-benchmarks/advanced/page/9/" --- # 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 9 of 15 - ### [NAVSIM v2 navhard leaderboard](/evaluation/benchmarks-and-leaderboards/navsim-v2-navhard-leaderboard/index.md) by [AGC 2025](https://huggingface.co/AGC2025) NAVSIM v2 navhard leaderboard Space: public leaderboard for end-to-end autonomous driving planning. entity leaderboard Germany/China en - ### [Nejumi / Japanese LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/nejumi-japanese-llm-leaderboard/index.md) by [Weights & Biases](https://wandb.ai) W&B llm-leaderboard GitHub repo: code and methodology for the Nejumi Leaderboard, which evaluates LLMs on Japanese tasks. entity benchmark Japan; United States ja - ### [Nejumi LLM Leaderboard 4](/evaluation/benchmarks-and-leaderboards/nejumi-llm-leaderboard-4/index.md) by [Weights & Biases Japan (CoreWeave)](https://wandb.ai/) Nejumi LLM Leaderboard 4 report (Weights & Biases Japan, now on CoreWeave Forge): evaluation of LLMs on Japanese tasks. entity leaderboard Japan ja - ### [NIST CAISI](/evaluation/benchmarks-and-leaderboards/nist-caisi/index.md) by [NIST](https://nist.gov/) NIST CAISI: US government center evaluating AI models and developing measurement standards. entity leaderboard West en - ### [NoLiMa](/evaluation/benchmarks-and-leaderboards/nolima/index.md) by [Ali Modarressi et al. (Munich Center for Machine Learning)](https://mcml.ai) NoLiMa paper: a long-context benchmark where the needle must be found without literal word overlap with the question. entity benchmark US/Germany (Adobe, LMU) en - ### [nuScenes](/evaluation/benchmarks-and-leaderboards/nuscenes/index.md) by [Motional (nuScenes)](https://www.nuscenes.org/) nuScenes site: autonomous-driving dataset with camera, lidar and radar data plus detection, tracking and prediction benchmarks. entity benchmark US / Singapore en - ### [nuScenes leaderboards](/evaluation/benchmarks-and-leaderboards/nuscenes-leaderboards/index.md) by [Motional (nuScenes)](https://www.nuscenes.org/) nuScenes leaderboards: autonomous-driving benchmarks for detection, tracking, prediction and planning. entity leaderboard Singapore/US (Motional) en - ### [OALL Hugging Face organization](/evaluation/benchmarks-and-leaderboards/oall-open-arabic-llm-leaderboard-hf-org/index.md) by [Open Arabic LLM Leaderboard](https://huggingface.co/OALL) Open Arabic LLM Leaderboard (OALL) Hugging Face organisation: evaluation of Arabic language models. entity leaderboard MENA ar - ### [ObjectNet](/evaluation/benchmarks-and-leaderboards/objectnet/index.md) by [ObjectNet team (MIT)](https://objectnet.dev/) ObjectNet site: real-world object recognition test set with controlled backgrounds, rotations and viewpoints. entity benchmark US en - ### [OCRBench](/evaluation/benchmarks-and-leaderboards/ocrbench/index.md) by [Yuliang Liu](https://github.com/Yuliang-Liu) MultimodalOCR GitHub repo: OCRBench evaluation of text recognition in large multimodal models. entity repo China / International en - ### [OCRBench v2 leaderboard](/evaluation/benchmarks-and-leaderboards/ocrbench-v2-leaderboard/index.md) by [99Franklin](https://github.com/99Franklin) OCRBench v2 leaderboard: scores of multimodal models on visual text localisation and reasoning tasks. entity leaderboard China en - ### [olmOCR-Bench](/evaluation/benchmarks-and-leaderboards/olmocr-bench/index.md) by [Ai2](https://allenai.org/) olmOCR GitHub repo from Ai2: PDF linearisation toolkit that includes olmOCR-Bench, unit-test cases for OCR quality. entity benchmark US (Ai2) en - ### [OmniDocBench](/evaluation/benchmarks-and-leaderboards/omnidocbench/index.md) by [OpenDataLab](https://opendatalab.org.cn) OmniDocBench GitHub repo: benchmark for document parsing covering layout, tables, formulas and OCR across document types. entity benchmark China zh - ### [Open ASR Leaderboard](/evaluation/benchmarks-and-leaderboards/open-asr-leaderboard/index.md) by [Hugging Face for Audio](https://huggingface.co/hf-audio) Hugging Face Open ASR Leaderboard: word error rate and speed of speech recognition models on public datasets. entity leaderboard West en|mul - ### [Open Catalyst Project](/evaluation/benchmarks-and-leaderboards/open-catalyst-project/index.md) by [Meta FAIR Chemistry and Carnegie Mellon University (Open Catalyst Project)](https://opencatalystproject.org/) Open Catalyst Project site: atomistic datasets, models and challenges for AI-based catalyst discovery. entity benchmark US / International en - ### [Open Graph Benchmark](/evaluation/benchmarks-and-leaderboards/open-graph-benchmark/index.md) by [Open Graph Benchmark team (Stanford University)](https://ogb.stanford.edu/) Open Graph Benchmark site from Stanford: graph datasets, data loaders and evaluators for graph machine learning. entity benchmark US / International en - ### [Open ITA LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/open-ita-llm-leaderboard/index.md) by [mii-llm](https://huggingface.co/mii-llm) Open Ita LLM Leaderboard Hugging Face Space: filterable results of models on Italian benchmarks. entity repo Italy it - ### [Open Ko-LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/open-ko-llm-leaderboard/index.md) by [upstage](https://huggingface.co/upstage) Upstage Open Ko-LLM Leaderboard Space on Hugging Face for comparing language models on Korean benchmarks. entity benchmark South Korea ko - ### [Open LLM French Leaderboard](/evaluation/benchmarks-and-leaderboards/open-llm-french-leaderboard/index.md) by [le-leadboard](https://huggingface.co/le-leadboard) Open LLM French Leaderboard Hugging Face Space: filterable results of models on French benchmarks. entity repo France fr - ### [Open LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/open-llm-leaderboard-archived/index.md) by [Hugging Face](https://huggingface.co/) Open LLM Leaderboard Space (archived): historical scores of open language models filterable by size. entity leaderboard West en - ### [Open LLM Turkish Leaderboard v0.2](/evaluation/benchmarks-and-leaderboards/open-llm-turkish-leaderboard-v0-2/index.md) by [Mohamad Alhajar](https://huggingface.co/malhajar) Open LLM Turkish Leaderboard v0.2 Hugging Face Space: filterable results of models on Turkish benchmarks. entity repo Türkiye tr - ### [Open Persian LLM Leaderboard org readme](/evaluation/benchmarks-and-leaderboards/open-persian-llm-leaderboard-org-readme/index.md) by [Open Persian LLM Leaderboard team](https://huggingface.co/spaces/PartAI/open-persian-llm-leaderboard) Open Persian LLM Leaderboard organisation readme describing the Amirkabir University-led initiative. entity org Iran fa - ### [Open Persian LLM Leaderboard (PartAI)](/evaluation/benchmarks-and-leaderboards/open-persian-llm-leaderboard-partai/index.md) by [Part DP AI](https://huggingface.co/PartAI) PartAI Open Persian LLM Leaderboard Hugging Face Space: comparison of models on Persian benchmarks. entity repo Iran fa - ### [Open PL LLM Leaderboard (SpeakLeash)](/evaluation/benchmarks-and-leaderboards/open-pl-llm-leaderboard-speakleash/index.md) by [SpeakLeash](https://huggingface.co/speakleash) SpeakLeash Open PL LLM Leaderboard Hugging Face Space: detailed results of models on Polish tasks. entity repo Poland pl - ### [Open Portuguese LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/open-portuguese-llm-leaderboard-archived/index.md) by [Eduardo Garcia](https://huggingface.co/eduagarcia) Open Portuguese LLM Leaderboard Hugging Face Space (archived): past results of models on Portuguese benchmarks. entity repo Brazil pt - ### [Open VLM Leaderboard (OpenCompass)](/evaluation/benchmarks-and-leaderboards/open-vlm-leaderboard-opencompass/index.md) by [OpenCompass](https://huggingface.co/opencompass) OpenCompass Open VLM Leaderboard Space: vision-language model results aggregated from VLMEvalKit benchmarks. entity leaderboard West en|zh - ### [OpenAI Evals](/evaluation/benchmarks-and-leaderboards/openai-evals/index.md) by [OpenAI](https://openai.com/) OpenAI Evals GitHub repo: framework and registry for evaluating LLMs and LLM systems. entity repo US en - ### [frontier-evals](/evaluation/benchmarks-and-leaderboards/openai-frontier-evals-paperbench-etc/index.md) by [OpenAI](https://openai.com/) OpenAI frontier-evals GitHub repo: code for evaluations such as PaperBench and SWE-Lancer. entity leaderboard West en - ### [OpenAI MRCR](/evaluation/benchmarks-and-leaderboards/openai-mrcr/index.md) by [OpenAI](https://huggingface.co/openai) OpenAI MRCR dataset: multi-round coreference resolution task for testing long-context retrieval, as reported in model cards. entity benchmark US en - ### [OpenCompass 司南](/evaluation/benchmarks-and-leaderboards/opencompass/index.md) by [Shanghai AI Laboratory (OpenCompass)](https://opencompass.org.cn/) OpenCompass leaderboard in Chinese: scores and rankings of language and multimodal models across ability dimensions. entity leaderboard CN en - ### [OpenCompass](/evaluation/benchmarks-and-leaderboards/opencompass-2/index.md) by [OpenCompass](https://opencompass.org.cn) OpenCompass GitHub repo: LLM evaluation platform with configs for many datasets, inference, judging and leaderboards. entity benchmark China zh - ### [OpenCompass CompassRank: Multimodal Leaderboard](/evaluation/benchmarks-and-leaderboards/opencompass-compassrank-multimodal/index.md) by [Shanghai AI Laboratory (OpenCompass)](https://opencompass.org.cn/) OpenCompass CompassRank multimodal leaderboard: scores of vision-language models across benchmarks. entity leaderboard China [STATE] zh [Previous page](/evaluation-benchmarks/advanced/page/8/index.md) [Next page](/evaluation-benchmarks/advanced/page/10/index.md) [Plain-text Markdown copy](/evaluation-benchmarks/advanced/page/9/index.md)