---
id: "/evaluation-benchmarks/expert/page/11/"
title: "Evaluation & benchmarks for expert learners · page 11"
url: "https://skillissue.dev/evaluation-benchmarks/expert/page/11/"
---

# 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 11 of 14

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### [SALAD-Bench](/evaluation/benchmarks-and-leaderboards/salad-bench/index.md)

by [OpenSafetyLab](https://github.com/OpenSafetyLab)

SALAD-Bench GitHub repo: hierarchical safety benchmark of harmful questions plus the MD-Judge evaluator model.

entity benchmark China [STATE] (Shanghai AI Lab per memory; page names no institution) en 

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### [CRMArena](/evaluation/benchmarks-and-leaderboards/salesforce-ai-research-crmarena/index.md)

by [Salesforce AI Research](https://github.com/SalesforceAIResearch)

Salesforce CRMArena GitHub repo: benchmarks for LLM agents on CRM tasks (CRMArena and CRMArena-Pro).

entity repo US en 

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### [Сбер предложил Альянсу в сфере ИИ концепцию независимого бенчмарка (Mobile-Review)](/evaluation/benchmarks-and-leaderboards/sber-proposes-mera-to-the-alliance-press-release/index.md)

by [Mobile-review.com](https://mobile-review.com/)

Mobile-review press release in Russian on Sber proposing the MERA benchmark concept to Russia's AI Alliance.

entity news Russia ru 

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### [Scale Labs leaderboards](/evaluation/benchmarks-and-leaderboards/scale-labs-leaderboards-ex-seal/index.md)

by [Scale AI](https://scale.com/)

Scale Labs leaderboards: expert-built benchmarks with held-out sets across coding, reasoning, agents and safety.

entity leaderboard US en 

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### [Scale SEAL leaderboards](/evaluation/benchmarks-and-leaderboards/scale-seal-leaderboards/index.md)

by [Scale AI](https://scale.com/)

Scale leaderboards page (now Scale Labs): expert-built LLM benchmarks across coding, reasoning and more.

entity leaderboard West en 

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### [ScanNet benchmark](/evaluation/benchmarks-and-leaderboards/scannet-benchmark/index.md)

by [ScanNet](https://github.com/ScanNet)

ScanNet GitHub repo: RGB-D video dataset of 1,500+ indoor scans with 3D annotations and benchmark.

entity repo US / International en 

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### [SciCode](/evaluation/benchmarks-and-leaderboards/scicode/index.md)

by [scicode-bench](https://github.com/scicode-bench)

SciCode benchmark site: research-level scientific coding problems for evaluating language models.

entity benchmark US en 

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### [ScienceAgentBench](/evaluation/benchmarks-and-leaderboards/scienceagentbench/index.md)

by [OSU Natural Language Processing](https://github.com/OSU-NLP-Group)

ScienceAgentBench project page: data-driven scientific discovery tasks from published papers for evaluating language agents.

entity benchmark US (OSU) en 

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### [ScreenSpot-Pro](/evaluation/benchmarks-and-leaderboards/screenspot-pro/index.md)

by [Kaixin Li](https://likaixin2000.github.io/)

ScreenSpot-Pro GitHub repo: GUI grounding benchmark on high-resolution professional desktop screenshots.

entity repo China / International en 

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### [SEA-HELM](/evaluation/benchmarks-and-leaderboards/sea-helm/index.md)

by [AI Singapore](https://aisingapore.org)

SEA-HELM GitHub repo from AI Singapore: evaluation framework for LLMs on Southeast Asian languages and culture.

entity benchmark Singapore; Southeast Asia en 

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### [SEA-HELM leaderboard (AI Singapore)](/evaluation/benchmarks-and-leaderboards/sea-helm-leaderboard-ai-singapore/index.md)

by [AI Singapore (SEA-HELM)](https://aisingapore.org/)

SEA-HELM leaderboard (AI Singapore): holistic evaluation of LLMs on Southeast Asian languages.

entity leaderboard SE Asia my|fil|id|ms|ta|th|vi 

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### [SeaExam / LLM Leaderboard for SEA (SeaLLMs)](/evaluation/benchmarks-and-leaderboards/seaexam-llm-leaderboard-for-sea-seallms/index.md)

by [SeaLLMs](https://huggingface.co/SeaLLMs)

SeaLLMs SeaExam leaderboard Hugging Face Space: LLM results on Southeast Asian language exams.

entity repo SE Asia mul 

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### [SEED-TTS-EVAL](/evaluation/benchmarks-and-leaderboards/seed-tts-eval/index.md)

by [BytedanceSpeech](https://github.com/BytedanceSpeech)

ByteDance seed-tts-eval GitHub repo: objective test set and scripts for evaluating TTS models.

entity repo China en 

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### [Shaastra (IIT-M): "Marking benchmarks"](/evaluation/benchmarks-and-leaderboards/shaastra-iit-m-marking-benchmarks/index.md)

by [Shaastra (IIT Madras)](https://shaastramag.iitm.ac.in/)

IIT Madras Shaastra feature on rethinking AI evaluation for real-world deployment, including Indic benchmarks.

entity news India en 

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### [SILMA Arabic Broad Leaderboard](/evaluation/benchmarks-and-leaderboards/silma-arabic-broad-leaderboard/index.md)

by [SILMA AI](https://huggingface.co/silma-ai)

SILMA Arabic Broad Leaderboard Hugging Face Space: model results on a broad Arabic benchmark.

entity repo MENA ar 

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### [SimpleBench](/evaluation/benchmarks-and-leaderboards/simplebench/index.md)

by [SimpleBench (Philip, AI Explained)](https://simple-bench.com/)

SimpleBench site: multiple-choice benchmark of questions that ordinary humans answer easily but LLMs often miss, with a human baseline.

entity benchmark UK (indie) en 

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### [SimpleQA (simple-evals)](/evaluation/benchmarks-and-leaderboards/simpleqa-simple-evals/index.md)

by [OpenAI](https://openai.com/)

OpenAI simple-evals GitHub repo: reference implementations of evals such as SimpleQA, HealthBench and BrowseComp.

entity benchmark US en 

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### [SimpleQA Verified](/evaluation/benchmarks-and-leaderboards/simpleqa-verified/index.md)

by [Lukas Haas et al. (Google)](https://ai.google/)

SimpleQA Verified paper: a cleaned 1,000-prompt version of SimpleQA for measuring short-form factual recall of LLMs.

entity benchmark US (GDM) en 

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### [SimplerEnv (SIMPLER)](/evaluation/benchmarks-and-leaderboards/simplerenv-simpler/index.md)

by [simple-env](https://github.com/simpler-env)

SimplerEnv project page: simulated environments for evaluating real-world robot manipulation policies such as Google Robot and WidowX.

entity benchmark US (UCSD, Stanford, Berkeley, Google DeepMind) en 

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### [Singapore AISI (Digital Trust Centre)](/evaluation/benchmarks-and-leaderboards/singapore-aisi-digital-trust-centre/index.md)

by [Singapore AI Safety Institute](https://www.sgaisi.sg/)

Singapore AI Safety Institute (Digital Trust Centre): research on AI safety science and governance.

entity org Singapore en 

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### [SongBench](/evaluation/benchmarks-and-leaderboards/songbench/index.md)

by [Tencent](https://opensource.tencent.com)

Tencent SongBench GitHub repo: benchmark evaluating AI-generated songs across multiple musical dimensions.

entity repo China en 

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### [SongEval](/evaluation/benchmarks-and-leaderboards/songeval/index.md)

by [ASLP-lab](https://github.com/ASLP-lab)

SongEval GitHub repo: song aesthetic evaluation toolkit and dataset.

entity repo China en 

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### [Spider 2.0](/evaluation/benchmarks-and-leaderboards/spider-2-0/index.md)

by [spider2-sql](https://github.com/spider2-sql)

Spider 2.0 site: 632 enterprise text-to-SQL workflow problems for evaluating language models and agents.

entity benchmark US / International en 

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### [Spiral-Bench (EQ-Bench)](/evaluation/benchmarks-and-leaderboards/spiral-bench-eq-bench/index.md)

by [Sam Paech (EQ-Bench)](https://eqbench.com/)

EQ-Bench Spiral-Bench leaderboard, scoring how models handle simulated users drifting into delusional or harmful spirals.

entity benchmark Independent (Sam Paech) en 

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### [Stanford HAI/RegLab: legal models hallucinate in 1 of 6+ queries](/evaluation/benchmarks-and-leaderboards/stanford-hai-reglab-legal-models-hallucinate-in-1-of-6-queries/index.md)

by [Stanford HAI](https://hai.stanford.edu/)

Stanford HAI article on a RegLab study measuring hallucination rates of legal AI research tools such as Lexis+ AI and Westlaw AI.

entity benchmark US en 

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### [StrongREJECT](/evaluation/benchmarks-and-leaderboards/strongreject/index.md)

by [StrongREJECT team (UC Berkeley)](https://github.com/dsbowen/strong_reject)

StrongREJECT documentation: benchmark package that scores whether jailbreaks yield useful harmful outputs rather than mere compliance.

entity benchmark US / International en 

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### [SuperCLUE](/evaluation/benchmarks-and-leaderboards/superclue/index.md)

by [SuperCLUE (CLUE benchmark team)](https://www.superclueai.com/)

SuperCLUE: Chinese LLM benchmark with general, reasoning, multimodal, agent and application leaderboards.

entity leaderboard CN zh 

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### [SuperCLUE GitHub](/evaluation/benchmarks-and-leaderboards/superclue-github/index.md)

by [CLUE benchmark](https://www.CLUEbenchmarks.com)

SuperCLUE GitHub repo: Chinese general foundation model benchmark with methodology and results.

entity repo China zh 

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### [SuperCLUE-Safety](/evaluation/benchmarks-and-leaderboards/superclue-safety/index.md)

by [CLUE benchmark](https://www.CLUEbenchmarks.com)

SuperCLUE-Safety GitHub repo: a multi-turn adversarial safety benchmark for Chinese large language models.

entity benchmark China zh 

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### [SuperGLUE](/evaluation/benchmarks-and-leaderboards/superglue/index.md)

by [SuperGLUE team (NYU, Facebook AI, University of Washington and DeepMind)](https://super.gluebenchmark.com/)

SuperGLUE benchmark site: harder successor to GLUE with language-understanding tasks, toolkit and leaderboard.

entity benchmark US / International en 

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### [SWE-bench](/evaluation/benchmarks-and-leaderboards/swe-bench/index.md)

by [SWE-bench team (Princeton University and Stanford University)](https://www.swebench.com/)

SWE-bench leaderboards: coding-agent results on resolving real GitHub issues, across SWE-bench Verified, Multilingual and Multimodal.

entity leaderboard West en 

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### [SWE-bench Pro](/evaluation/benchmarks-and-leaderboards/swe-bench-pro/index.md)

by [Scale](https://scale.com)

Scale AI SWE-bench Pro GitHub repo: benchmark of long-horizon software engineering tasks for agents.

entity repo US en 

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