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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 2026 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Deepfake DetectionOmniFake Cross-Taskcomputer visionadversarial safety security17Mar 24, 2026
Deepfake DetectionOmniFake Cross-Modelcomputer visionadversarial safety security17Mar 24, 2026
Deepfake DetectionOmniFake Cross-Architecturecomputer visionadversarial safety security17Mar 24, 2026
Deepfake DetectionOmniFake (In-domain)computer visionadversarial safety security17Mar 24, 2026
Spatial ReasoningWhere2Placenlp17May 26, 2026
Multi-modal UnderstandingMMEmultimodal17Mar 24, 2026
Depth Super-ResolutionMiddlebury Nearest-neighbor downsampling synthetic (test)3d vision geometry17Mar 24, 2026
Depth Super-ResolutionLu Nearest-neighbor downsampling synthetic (test)3d vision geometry17Mar 24, 2026
Depth Super-ResolutionNYU Nearest-neighbor downsampling synthetic v2 (test)3d vision geometry17Mar 24, 2026
Sequential RecommendationLastFMtabular time series17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 4computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 3computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 2computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 1computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Average across Centerscomputer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 4computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 3computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 2computer visionbio medical17Mar 24, 2026
Optic Cup and Disc SegmentationFundus image dataset Center 1computer visionbio medical17Mar 24, 2026
Prostate SegmentationProstate MRI (test)computer vision17Mar 24, 2026
View Planninggreenhouse-rowrobotics embodied ai3d vision geometry17Mar 24, 2026
Agentic CodingSWE-Bench Verifiedagents tool usecode developer ai17May 28, 2026
Video Depth EstimationDyCheck3d vision geometrycomputer vision17May 15, 2026
Binary ClassificationPMU-UD UCI (test)tabular time series17Mar 23, 2026
Binary ClassificationLetter UCI (test)tabular time series17Mar 23, 2026