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# Evaluation for advanced learners

[Beginner](/evaluation/beginner/index.md) [Intermediate](/evaluation/intermediate/index.md) [Advanced](/evaluation/advanced/index.md) [Expert](/evaluation/expert/index.md)

455 resources · page 3 of 15

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### [BLEnD](/evaluation/benchmarks-and-leaderboards/blend/index.md)

Creator not supplied; see original source.

BLEnD paper: a benchmark of everyday cultural knowledge questions across many countries and languages for evaluating LLMs.

Not applicable (entity) · unknown · unknown resource · mul 

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### [BLINK](/evaluation/benchmarks-and-leaderboards/blink/index.md)

Creator not supplied; see original source.

BLINK project page: benchmark of visual perception tasks that multimodal LLMs find hard, such as depth and correspondence.

Not applicable (entity) · unknown · unknown resource · en 

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### [BRIGHT](/evaluation/benchmarks-and-leaderboards/bright/index.md)

Creator not supplied; see original source.

BRIGHT benchmark site: retrieval tasks that need reasoning beyond keyword or semantic matching, with leaderboard.

Not applicable (entity) · unknown · unknown resource · en 

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### [BrowserGym](/evaluation/benchmarks-and-leaderboards/browsergym/index.md)

Creator not supplied; see original source.

ServiceNow BrowserGym GitHub repo: Gym environment for evaluating web task automation agents.

Not applicable (entity) · unknown · unknown resource · en 

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### [C-Eval](/evaluation/benchmarks-and-leaderboards/c-eval/index.md)

Creator not supplied; see original source.

C-Eval GitHub repo: Chinese multi-subject evaluation suite for foundation models, with data and leaderboard.

Not applicable (entity) · unknown · unknown resource · en 

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### [CAC generative AI service filing count (Guangming Daily)](/evaluation/benchmarks-and-leaderboards/cac-generative-ai-filing-count-guangming-2026-07-10/index.md)

Creator not supplied; see original source.

Guangming report (July 2026): CAC count of 988 generative AI services filed by 30 June.

Not applicable (entity) · unknown · unknown resource · zh 

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### [CAFA 5 on Kaggle](/evaluation/benchmarks-and-leaderboards/cafa-5-on-kaggle/index.md)

Creator not supplied; see original source.

Kaggle page for CAFA 5, a competition on predicting protein function from sequence data.

Not applicable (entity) · unknown · unknown resource · en 

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### [CAFA (Critical Assessment of Function Annotation)](/evaluation/benchmarks-and-leaderboards/cafa-critical-assessment-of-function-annotation/index.md)

Creator not supplied; see original source.

CAFA site: the Critical Assessment of Function Annotation, a community challenge for predicting protein function.

Not applicable (entity) · unknown · unknown resource · en 

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### [CAICT 2026-H2 intelligent-system observability assessment](/evaluation/benchmarks-and-leaderboards/caict-2026-h2-intelligent-system-observability-assessment/index.md)

Creator not supplied; see original source.

The Paper report in Chinese on CAICT launching its 2026 H2 assessment of intelligent-system observability standards.

Not applicable (entity) · unknown · unknown resource · zh 

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### [CAICT 2026 launch notice (WeChat)](/evaluation/benchmarks-and-leaderboards/caict-2026-launch-notice-wechat/index.md)

Creator not supplied; see original source.

CAICT WeChat notice in Chinese announcing its 2026 AI evaluation rounds.

Not applicable (entity) · unknown · unknown resource · zh 

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### [CAICT 方升 (Fangsheng) benchmark, 2026-02 seminar](/evaluation/benchmarks-and-leaderboards/caict-fangsheng-benchmark-2026-02-seminar/index.md)

Creator not supplied; see original source.

China.com report on CAICT's Fangsheng AI evaluation seminar, describing the Fangsheng 3.0 benchmark system and its rankings.

Not applicable (entity) · unknown · unknown resource · zh 

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### [CALVIN](/evaluation/benchmarks-and-leaderboards/calvin/index.md)

Creator not supplied; see original source.

CALVIN GitHub repo: benchmark for language-conditioned long-horizon robot manipulation policies.

Not applicable (entity) · unknown · unknown resource · en 

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### [CAMEO](/evaluation/benchmarks-and-leaderboards/cameo/index.md)

Creator not supplied; see original source.

CAMEO platform: weekly automated, blind benchmarking of protein structure prediction servers against newly released structures.

Not applicable (entity) · unknown · unknown resource · en 

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### [Canadian Artificial Intelligence Safety Institute (CAISI)](/evaluation/benchmarks-and-leaderboards/canada-aisi-caisi/index.md)

Creator not supplied; see original source.

Canadian Artificial Intelligence Safety Institute page on the ISED government site.

Not applicable (entity) · unknown · unknown resource · en|fr 

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### [CARLA Autonomous Driving Leaderboard](/evaluation/benchmarks-and-leaderboards/carla-autonomous-driving-leaderboard/index.md)

Creator not supplied; see original source.

CARLA Autonomous Driving Leaderboard: simulator-based driving routes and scoring rules for evaluating complete driving agents.

Not applicable (entity) · unknown · unknown resource · en 

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### [CASP Prediction Center](/evaluation/benchmarks-and-leaderboards/casp-protein-structure-prediction/index.md)

Creator not supplied; see original source.

CASP Prediction Center: blind community assessment of protein structure prediction methods.

Not applicable (entity) · unknown · unknown resource · en 

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### [CASP17](/evaluation/benchmarks-and-leaderboards/casp17/index.md)

Creator not supplied; see original source.

CASP17 site: the 2026 round of the Critical Assessment of protein Structure Prediction, with targets and assessment results.

Not applicable (entity) · unknown · unknown resource · en 

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### [ChartQA](/evaluation/benchmarks-and-leaderboards/chartqa/index.md)

Creator not supplied; see original source.

ChartQA GitHub repo: benchmark for question answering over charts.

Not applicable (entity) · unknown · unknown resource · en 

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### [ChemBench](/evaluation/benchmarks-and-leaderboards/chembench/index.md)

Creator not supplied; see original source.

ChemBench GitHub repo: Python package and benchmark comparing LLMs with human chemists on chemistry knowledge and reasoning.

Not applicable (entity) · unknown · unknown resource · en 

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### [ChemBench Leaderboard (Hugging Face Space)](/evaluation/benchmarks-and-leaderboards/chembench-leaderboard-hf/index.md)

Creator not supplied; see original source.

ChemBench leaderboard Space: language and multimodal model scores on chemistry knowledge and reasoning.

Not applicable (entity) · unknown · unknown resource · en 

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### [ChinAI #261: First results from CAICT's AI Safety Benchmark](/evaluation/benchmarks-and-leaderboards/chinai-261-first-caict-ai-safety-benchmark-results/index.md)

Creator not supplied; see original source.

ChinAI newsletter issue translating the first results of CAICT's AI Safety Benchmark for Chinese language models.

Not applicable (entity) · unknown · unknown resource · en 

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### [CIFAR-10 and CIFAR-100](/evaluation/benchmarks-and-leaderboards/cifar-10-and-cifar-100/index.md)

Creator not supplied; see original source.

Creator-hosted page for the CIFAR-10 and CIFAR-100 image classification datasets, with download links and format details.

Not applicable (entity) · unknown · unknown resource · en 

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### [CMMLU](/evaluation/benchmarks-and-leaderboards/cmmlu/index.md)

Creator not supplied; see original source.

CMMLU GitHub repo: Chinese multitask language-understanding benchmark with data, evaluation code and leaderboard.

Not applicable (entity) · unknown · unknown resource · zh 

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### [COCO](/evaluation/benchmarks-and-leaderboards/coco/index.md)

Creator not supplied; see original source.

COCO dataset site with detection, segmentation, keypoint and captioning tasks, download links and evaluation servers.

Not applicable (entity) · unknown · unknown resource · en 

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### [CodeClash](/evaluation/benchmarks-and-leaderboards/codeclash/index.md)

Creator not supplied; see original source.

CodeClash benchmark: AI coding agents compete in multi-round tournaments to pursue open-ended goals in codebases.

Not applicable (entity) · unknown · unknown resource · en 

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### [compar:IA](/evaluation/benchmarks-and-leaderboards/compar-ia/index.md)

Creator not supplied; see original source.

compar:IA: French government platform for blind pairwise comparison of conversational AI models, with rankings.

Not applicable (entity) · unknown · unknown resource · fr|eu 

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### [CompassHub (评测集社区)](/evaluation/benchmarks-and-leaderboards/compasshub/index.md)

Creator not supplied; see original source.

OpenCompass CompassHub: Chinese community catalogue of evaluation datasets and benchmarks for searching and comparing LLM tests.

Not applicable (entity) · unknown · unknown resource · zh 

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### [COVID-19 Forecast Hub](/evaluation/benchmarks-and-leaderboards/covid-19-forecast-hub/index.md)

Creator not supplied; see original source.

COVID-19 Forecast Hub: archive of multi-model COVID-19 forecasts and ensemble evaluations from US research teams.

Not applicable (entity) · unknown · unknown resource · en 

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### [Coze Loop](/evaluation/benchmarks-and-leaderboards/coze-loop-repo/index.md)

Creator not supplied; see original source.

Coze Loop GitHub repo: ByteDance's open platform for AI agent evaluation, observability and prompt optimisation.

Not applicable (entity) · unknown · unknown resource · zh|en 

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### [CValues](/evaluation/benchmarks-and-leaderboards/cvalues/index.md)

Creator not supplied; see original source.

CValues GitHub repo: benchmark and research on evaluating the values and safety of Chinese large language models.

Not applicable (entity) · unknown · unknown resource · zh 

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

Creator not supplied; see original source.

CVE-Bench GitHub repo: benchmark of critical web-application vulnerabilities for testing whether AI agents can exploit them.

Not applicable (entity) · unknown · unknown resource · en 

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### [Cybench](/evaluation/benchmarks-and-leaderboards/cybench/index.md)

Creator not supplied; see original source.

Cybench site: 40 professional capture-the-flag tasks for evaluating language models on cybersecurity skills.

Not applicable (entity) · unknown · unknown resource · en 

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