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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 1321 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Spatiotemporal Video Super-ResolutionGoPro Centercomputer vision23Mar 6, 2026
Audio Deepfake DetectionFakeOrReal (FOR) (test)speech audio23Mar 26, 2026
Situated Question AnsweringSQA3D (test)computer visionnlp23Jul 9, 2026
Image Classification CalibrationImageNetcomputer vision23Jun 25, 2026
Video PredictionTaxiBJ (test)video generation editing23Feb 26, 2026
Multimodal EvaluationVision-Flan Multimodal Suitemultimodal23Mar 4, 2026
Medical Image SegmentationCOVID-Xraybio medicalcomputer vision23Feb 26, 2026
Anomaly LocalizationVisAcomputer vision23Feb 26, 2026
Science Question AnsweringSQA IMGnlpbio medical23Feb 26, 2026
Deepfake DetectionDFDcomputer visionadversarial safety security23Feb 26, 2026
Sign Language TranslationBOBSL SENT (test)computer visionnlp23Feb 27, 2026
Free-form image croppingGAICDcomputer vision23May 14, 2026
Multivariate Time Series ForecastingETTh1 standard (test)tabular time series23May 11, 2026
Semantic CorrespondenceSPair-71kcomputer vision23Feb 26, 2026
Change DetectionS2Lookingcomputer vision23Mar 23, 2026
Real-world Single Image Super-ResolutionDRealSR (test)computer vision23May 25, 2026
Multi-cancer ClassificationCPTAC Aggregatebio medicalcomputer vision23Feb 26, 2026
SubtypingCPTAC NSCLCbio medicalnlp23Feb 26, 2026
Targeted Adversarial AttackImageNet (val)adversarial safety securitycomputer vision23Feb 26, 2026
Crowd CountingJHU-Crowd++computer vision23Feb 26, 2026
LiDAR LocalizationQEOxford Average3d vision geometryrobotics embodied ai23Feb 26, 2026
Conditional Image GenerationImageNet 256x256 1.0 (train val)image generation editing23Feb 26, 2026
High Dynamic Range View SynthesisHDR-NeRF Real Scenes LDR-NE (t2, t4)3d vision geometrycomputer vision23Mar 31, 2026
High Dynamic Range View SynthesisHDR-NeRF Real Scenes LDR-OE (t1, t3, t5)3d vision geometrycomputer vision23Mar 31, 2026
Video Question AnsweringVNBenchmultimodalcomputer vision23Apr 21, 2026