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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 1651 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ICDiffD-Rep (test)computer vision20Feb 26, 2026
Multimodal UnderstandingSEED-Bench SEED-Imultimodal20Feb 26, 2026
Offline Reinforcement LearningMuJoCo walker2d medium-replay D4RLrobotics embodied ai20Feb 26, 2026
Offline Reinforcement LearningMuJoCo halfcheetah-medium-replay D4RLrobotics embodied ai20Feb 26, 2026
Offline Reinforcement LearningMuJoCo halfcheetah-medium D4RLrobotics embodied ai20Feb 26, 2026
Backdoor DefenseCIFAR-10 1.0 (test)adversarial safety security20Feb 26, 2026
ExaminationCMMLUllm chat instruction20Feb 26, 2026
ExaminationMMLUllm chat instruction20Feb 26, 2026
UnderstandingC3nlp20Feb 26, 2026
UnderstandingXSumnlp20Feb 26, 2026
UnderstandingRACE Middlenlp20Feb 26, 2026
KnowledgeCommonSenseQA CoQAnlp20Feb 26, 2026
LanguageCHIDnlp20Feb 26, 2026
ReasoningCMNLIllm chat instructionnlp20Feb 26, 2026
Runtime PredictionK-SAT Random (test)tabular time series20Feb 26, 2026
Image CompressionKodakcomputer vision20Feb 26, 2026
Question AnsweringTruthfulQAnlp20Feb 26, 2026
Information RetrievalMS MARCO TREC DL19 1.0 (test)retrieval search rag20Feb 26, 2026
Video understandingMVBench (val)computer vision20Feb 26, 2026
Visual reasoningNLVR2 (val)multimodalcomputer vision20Feb 26, 2026
Sequential RecommendationClothingtabular time series20Jun 23, 2026
Confounding DetectionErdös-Rényi Causal Graphs Setting 3 Syntheticgraph20Feb 26, 2026
Confounding DetectionErdös-Rényi Causal Graphs Setting 2 Syntheticgraph20Feb 26, 2026
Confounding DetectionErdös-Rényi Causal Graphs Setting 1 Syntheticgraph20Feb 26, 2026
Intent ClassificationBANKING77 5-shot (test)nlp20Feb 26, 2026