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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 1514 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object RecognitionVisDA Ccomputer vision21Feb 26, 2026
Object RecognitionOffice 59 (test)computer vision21Feb 26, 2026
Multiple Object TrackingRadiate good weather (train)computer vision21Feb 26, 2026
Anomaly DetectionOpticaltabular time series21Feb 26, 2026
Machine Reading ComprehensionDREAM (dev)nlp21Feb 26, 2026
Semantic SegmentationCityscapes 1/8 partition protocol (val)computer vision21Feb 26, 2026
Multi-choice Question AnsweringMMLU professional medicinenlp21Feb 26, 2026
Image ClassificationSun-297 (val)computer vision21Apr 3, 2026
Object DetectionMS-COCO 48/17 base/novelcomputer vision21Feb 26, 2026
Text-to-Video RetrievalDiDeMo 1K videos (test)multimodalretrieval search rag21Apr 14, 2026
Link predictionWikiKG90M v2 (test)graph21Jun 2, 2026
Few-shot Image ClassificationCifarFS 5-way 5-shotcomputer vision21Feb 26, 2026
Pseudo Segmentation Label GenerationVOC 2012 (train)computer vision21Feb 26, 2026
Image InpaintingPlaces2 challenge dataset (test)image generation editingcomputer vision21Feb 26, 2026
Formality TransferHindi Formality Transfer (val)nlp21Feb 26, 2026
Salient Object DetectionSOD 300computer vision21Feb 26, 2026
Named Entity RecognitionNEWSnlp21Feb 27, 2026
Amodal instance segmentationKINS (test)computer vision21May 26, 2026
Video RepresentationND Scene (Individual Sequences)computer vision21Feb 26, 2026
Image ClassificationS-Tiny-ImageNetcomputer vision21Feb 26, 2026
Time Series ImputationMETR-LA Point missing (test)tabular time series21Feb 26, 2026
Time Series ImputationPEMS-BAY Point missing (test)tabular time series21Feb 26, 2026
Time Series ImputationPEMS-BAY Block missing (test)tabular time series21Feb 26, 2026
RegressionKing (test)tabular time series21Feb 26, 2026
Long-tailed Image ClassificationCIFAR-100-LT λ=100 (test)computer vision21Feb 26, 2026