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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 191 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video ClassificationSomething-Something v2computer visionVideo Classification on Something-Something v2 performance trend78Apr 23, 2026
Image Manipulation LocalizationCoveragecomputer vision78Jun 11, 2026
Traffic ForecastingNAVER-Seoultabular time series78Apr 14, 2026
walker2d locomotionD4RL walker2d medium-replayrobotics embodied aiWalker2d Locomotion Control on D4RL walker2d medium-replay performance trend78May 15, 2026
RGB-D Saliency DetectionNLPRcomputer vision78Jul 1, 2026
Node ClassificationTexas (48/32/20)graph78Mar 31, 2026
Image ClassificationCIFAR-100 (test)computer vision78Feb 26, 2026
Node Classificationpokec (test)graphNode Classification on pokec (test) performance trend78Mar 11, 2026
Action SegmentationBreakfastcomputer vision78Jul 7, 2026
Few-shot classificationCIFAR-FScomputer visionnlp+1Few-shot classification on CIFAR-FS (5-way, 1-shot and 5-shot) performance trend78May 15, 2026
Temporal Knowledge Graph reasoningICEWS 18graph78May 14, 2026
Anomaly LocalizationMVTeccomputer vision78Mar 23, 2026
End-to-end task-oriented dialogueMultiWOZ (test)nlpllm chat instruction78Jun 9, 2026
Person Re-identificationMSMT17 v1 (test)computer vision78Feb 26, 2026
Paraphrase IdentificationQQPnlp78Feb 26, 2026
RGB-D Salient Object DetectionNJUDcomputer visionRGB-D Salient Object Detection on NJUD performance trend78Jul 1, 2026
5-way Few-shot Image ClassificationFC100 (test)computer vision78Feb 26, 2026
Image ClassificationWebVision mini (val)computer visionImage Classification on WebVision mini (val) performance trend78Feb 26, 2026
Salient Object DetectionHRSOD (test)computer visionSalient Object Detection on HRSOD (test) performance trend78Mar 4, 2026
Image DenoisingBSD300computer vision78Feb 26, 2026
Named Entity RecognitionGENIAnlp78Jun 18, 2026
In-shop clothes retrievalin-shop clothes retrieval dataset (test)computer visionretrieval search ragIn-shop Clothes Retrieval on In-shop Clothes Retrieval Dataset (test) performance trend78Feb 26, 2026
Named Entity RecognitionCoNLL German 2003 (test)nlpNamed Entity Recognition on CoNLL German 2003 (test) performance trend78Feb 26, 2026
Image GenerationCIFAR-10 (train/test)image generation editingImage Generation on CIFAR-10 (train/test) performance trend78Feb 26, 2026
Node ClassificationDBLPgraph78May 12, 2026