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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 644 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
AI-generated image detectionSD v1.5image generation editingcomputer vision36Mar 4, 2026
Multivariate Time Series ForecastingMETR-LA (test)tabular time series36Feb 27, 2026
Accuracy PredictionNAS-Bench-201 8 (whole dataset)miscellaneous36Feb 27, 2026
Web NavigationWebShop (test)agents tool userobotics embodied ai36Jun 11, 2026
LocomotionD4RL Ant medium-offlinerobotics embodied ai36Feb 26, 2026
LocomotionD4RL Hopper medium-offlinerobotics embodied ai36Feb 26, 2026
LocomotionD4RL Walker2d medium-offlinerobotics embodied ai36Feb 26, 2026
LocomotionD4RL HalfCheetah medium-offlinerobotics embodied ai36Feb 26, 2026
Self-evaluationCVBenchmultimodalcomputer vision+136Feb 26, 2026
Self-evaluationVisualCoTmultimodalcomputer vision+136Feb 26, 2026
Self-evaluationMMVetmultimodalcomputer vision+136Feb 26, 2026
Self-evaluationViLPmultimodalcomputer vision+136Feb 26, 2026
Weakly Supervised ClassificationTCGA-BRCA Few-shotcomputer visionbio medical36Feb 26, 2026
Weakly Supervised ClassificationTCGA-NSCLC Few-shotcomputer visionbio medical36Feb 26, 2026
Weakly Supervised ClassificationCAMELYON Few-shotcomputer visionbio medical36Feb 26, 2026
Manipulation LocalizationFFHQ OOD 1.0image generation editingcomputer vision36Feb 26, 2026
Open-World Object DetectionM-OWODB Task 1computer vision36Jul 7, 2026
Image GenerationImageNet-256 (FID-50K)image generation editing36May 20, 2026
ReasoningMMLU (test)llm chat instructionnlp36May 19, 2026
3DGS CompressionTank&Temples3d vision geometry36May 21, 2026
Anomaly DetectionMPDDtabular time series36Apr 6, 2026
Multimodal ClassificationKSmultimodalcomputer vision+136Jul 9, 2026
Adversarial AttackBreakout Black-box discrete (test)adversarial safety securitycomputer vision36Feb 26, 2026
Adversarial AttackBreakout White-box discrete (test)adversarial safety securitycomputer vision36Feb 26, 2026
Node ClassificationTwitch (OOD)graph36Feb 26, 2026