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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 1519 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationA2D2 (test)computer vision21Feb 26, 2026
Grounded Situation RecognitionSWiG v1 (dev)computer visionnlp21Feb 26, 2026
Reinforcement LearningAtari 57robotics embodied ai21Feb 26, 2026
Object LocalizationCUB-200 (test)computer vision21Feb 26, 2026
Multi-Object TrackingMOT16 1.0 (test)computer vision21Feb 26, 2026
Image ClassificationImageNet-1K 10computer vision21Feb 26, 2026
Link PredictionFB122 (test)graph21Feb 26, 2026
Aspect extraction and sentiment classification15resnlp21Feb 26, 2026
Link PredictionWN18 Inductive (test)graph21Feb 26, 2026
Dialogue-based Multiple-choice Question AnsweringDREAM (test)llm chat instructionnlp21Feb 26, 2026
Machine TranslationWMT'16 Romanian-English (Ro-En) (test)nlpMachine Translation on WMT'16 Romanian-English (Ro-En) (test) performance trend21May 29, 2026
Question GenerationSQuAD 1.1nlp21Feb 27, 2026
Single-label activity classificationBreakfastcomputer vision21Feb 26, 2026
ClusteringCARS 196 (test)tabular time series21Feb 26, 2026
Named Entity RecognitionBC2GM local evaluation (test)nlp21Feb 26, 2026
1-shot classificationtiered-ImageNet (test)computer vision21Feb 26, 2026
Weakly supervised object localizationCUB200-2011computer vision21Feb 26, 2026
3D Multi-person Pose EstimationMuPoTS-3D3d vision geometrycomputer vision21Feb 26, 2026
Monocular Depth EstimationKITTI 2012 2015 (Eigen split)3d vision geometrycomputer vision21Feb 26, 2026
Image ClassificationAnimals with Attributes (AwA) (Standard Split)computer vision21Feb 26, 2026
Zero-shot Image ClassificationaPY (test)computer vision21Feb 26, 2026
Email Subject Line GenerationAESLC (test)nlp21Feb 26, 2026
Email Subject Line GenerationAESLC (dev)nlp21Feb 26, 2026
Node ClassificationNELL (test)graph21Feb 26, 2026
RecommendationBook-crossing (test)tabular time series21May 11, 2026