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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1046 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Safety EvaluationHEx-PHI (out-of-domain)adversarial safety security26Jun 4, 2026
Safety EvaluationHarmBench out-of-domainadversarial safety security26Jun 4, 2026
Safety EvaluationAdvBench (in-domain)adversarial safety security26Jun 4, 2026
General AI Assistant TasksGAIAllm chat instructionagents tool use+326Jun 4, 2026
Web NavigationWebWalkerQAagents tool userobotics embodied ai26Jun 4, 2026
Inductive Dynamic Link PredictionSocial Evo.graph26Jun 4, 2026
Portfolio Performance EvaluationValue-weighted decile portfolios (out-of-sample)tabular time series26Jun 4, 2026
3D Bin Packing Problem3D-BPP ID-Small Continuousmiscellaneous26Jun 4, 2026
3D Bin Packing Problem3D-BPP Continuous (ID-Large)miscellaneous26Jun 4, 2026
Classificationaloicomputer visionnlp+326Jun 4, 2026
Classificationtrec6computer visionnlp+326Jun 4, 2026
ClassificationCIFAR-100Ncomputer visionnlp+326Jun 4, 2026
Classificationcifar10hcomputer visionnlp+326Jun 4, 2026
Classificationmgccomputer visionnlp+326Jun 4, 2026
Robust Image ClassificationUrbanCars B (test)computer vision26Jun 4, 2026
Image ClassificationUrbanCars Bcomputer vision26Jun 4, 2026
Image ClassificationcMNISTcomputer vision26Jun 4, 2026
Multi-hop reasoningMuSiQue Closed Book (test)nlpllm chat instruction26Jun 4, 2026
Speculative DecodingMT-Bench, HumanEval, and GSM8K Meanllm chat instruction26Jun 2, 2026
Time Series ForecastingCheetah MuJoCo D (test)tabular time series26Jun 2, 2026
LLM InferenceQwen3-8B 2k prompts Prefill-heavy workloadllm chat instruction26Jun 2, 2026
Emotion RecognitionSEED cross-subjectspeech audiocomputer vision+126Jun 2, 2026
Table Question AnsweringWikiTableQuestions (WTQ) (test)nlpretrieval search rag26Jun 11, 2026
Agentic TaskExpSuite-Agentic Aggregatedagents tool use26Jun 1, 2026
Agentic TaskAppWorld C (test)agents tool use26Jun 1, 2026