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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 600 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image DeblurringAverage (GoPro & HIDE) (test)computer vision38Feb 26, 2026
3D Object DetectionK-Radar3d vision geometrycomputer vision38Jul 7, 2026
Compositional Zero-Shot LearningMIT-States open worldcomputer visionnlp38Feb 27, 2026
Image ClassificationtieredImageNet-H (test)computer vision38Feb 26, 2026
Audio-Visual Question AnsweringMUSIC-AVQA Bias v2.0 (test)multimodalspeech audio+1Audio-Visual Question Answering on MUSIC-AVQA Bias v2.0 (test) performance trend38Jul 7, 2026
Audio-Visual Question AnsweringMUSIC-AVQA balanced v2.0 (test)multimodalspeech audio+138Jul 7, 2026
Multi-label classificationNUS-WIDEcomputer visionnlp+238Feb 27, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision38Feb 27, 2026
Temporal Knowledge Graph Question AnsweringTimeQuestions (test)graphnlp38Feb 26, 2026
Medical Image SegmentationJSRTbio medicalcomputer vision38Mar 31, 2026
Automatic Speech RecognitionAMI (test)speech audioAutomatic Speech Recognition on AMI (test) performance trend38Jun 11, 2026
Cloud RemovalSen2_MTC_New (test)computer vision38Feb 26, 2026
Math Word Problem solvingSVAMPllm chat instructionnlp38Feb 26, 2026
Text ClassificationEmotion (test)nlp38Mar 25, 2026
3D Object CaptioningObjaverse3d vision geometrycomputer vision+138Jun 19, 2026
Complex Query AnsweringNELL-995 (test)graphnlpComplex Query Answering on NELL-995 (test) performance trend38Mar 18, 2026
Speech-to-speech translationCVSS-Cspeech audionlp38Feb 26, 2026
Factual Consistency EvaluationQAGS CNNDMnlp38Feb 26, 2026
Few-shot Image ClassificationCD-FSL 5-way 5-shot (test)computer vision38Mar 6, 2026
Few-shot Image ClassificationCD-FSL 5-way 1-shot (test)computer vision38Mar 6, 2026
Generalized Category DiscoveryAircraft (test)computer vision38Feb 26, 2026
3D Object DetectionWaymo (val)3d vision geometrycomputer vision38Feb 27, 2026
Bot detectionCresci-15nlp38Feb 26, 2026
Document-level Relation ExtractionRe-DocRED (test)nlp38Feb 26, 2026
Open-Partial-set Domain AdaptationOffice-31 OPDAcomputer visiontabular time series38Feb 26, 2026