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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 2237 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal UnderstandingSEED-Bench (val)multimodal16May 26, 2026
General Language UnderstandingGeneral Downstream Tasks Aggregatenlp16Jun 29, 2026
Euclidean geometry problem solvingHAGeo-409miscellaneous16Feb 26, 2026
Text-based de novo Molecule GenerationChEBI-20 (test)bio medicalnlp16Feb 26, 2026
Language ModelingPubmed (val)nlp16May 26, 2026
Mathematical OptimizationSignal Processingmiscellaneous16Jul 7, 2026
Political Position RankingPolitical Judgements (P_1,1) High-Confidence 1.0nlp16Feb 26, 2026
Political Position RankingPolitical Judgements P Full Distribution 1.0nlp16Feb 26, 2026
Common-sense ReasoningCommon-sense reasoning tasks (ARC-C, ARC-E, HellaSwag, Lambada, PIQA, WinoGrande) (test)nlp16Feb 26, 2026
Offline Reinforcement LearningExpert Backwardrobotics embodied ai16Feb 26, 2026
Targeted Attack DetectionEdge-IIoTset non-IID 40% Adversariesadversarial safety security16Feb 26, 2026
Targeted Attack DetectionEdge-IIoTset non-IID, 20% Adversariesadversarial safety security16Feb 26, 2026
Targeted Attack DetectionEdge-IIoTset non-IID 10% Adversariesadversarial safety security16Feb 26, 2026
Targeted Attack DetectionCIC-IDS 2018 (non-IID, 40% Adversaries)adversarial safety security16Feb 26, 2026
Targeted Attack DetectionCIC-IDS non-IID 20% Adversaries 2018adversarial safety security16Feb 26, 2026
Targeted Attack DetectionCIC-IDS non-IID 10% Adversaries 2018adversarial safety security16Feb 26, 2026
Medical Image SegmentationPROMISbio medicalcomputer vision16Feb 26, 2026
Language ModelingOpenWebText (held-out set)nlp16Feb 26, 2026
Motor imagery classificationBCI Comp. 2a (4 Classes) IVbio medicaltabular time series16Mar 4, 2026
Drag-based image editingDRAGBENCHimage generation editingcomputer vision16Jun 16, 2026
Road CrossingThree-Agent Road Crossingrobotics embodied ai16Feb 26, 2026
Hand Instance SegmentationHaDR real camera (test)computer vision16Feb 27, 2026
Time Series ClassificationUCR Archive Symbolstabular time series16Feb 26, 2026
Time Series ClassificationUCR Archive LargeKitchenAppliancestabular time series16Feb 26, 2026
AttributingCUVA instructions 1.0 (test)llm chat instruction16Feb 26, 2026