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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 1692 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Instance UnlearningTiny-ImageNetcomputer visionadversarial safety security19Jun 18, 2026
Instance UnlearningCIFAR100computer visionadversarial safety security19Jun 18, 2026
Instance UnlearningCIFAR10computer visionadversarial safety security19Jun 18, 2026
Camera pose estimationScanNet-50 300 frames3d vision geometrycomputer vision19Jul 7, 2026
Camera pose estimationScanNet 50 (500 frames)3d vision geometrycomputer vision19Jul 7, 2026
Question AnsweringNLP tasks (QASC, WikiQA, etc.)nlp19Jun 18, 2026
Classification AttributionImageNet correct samplescomputer vision19Jul 9, 2026
Long-horizon task solvingPINCHBENCH 23 tasks originalagents tool usellm chat instruction19Jun 16, 2026
Voice ConversionLibriSpeech Case 2: Source and Target < 1 min (test)speech audio19Jun 16, 2026
Voice ConversionLibriSpeech Case 4: source duration > 1 min, target duration < 1 minspeech audio19Jun 16, 2026
Anomaly LocalizationAD-DualDiffcomputer vision19Jun 16, 2026
Automatic Speech RecognitionCantonese JCCOCC MoCA Allspeech audio19Jun 16, 2026
Automatic Speech RecognitionCantonese JCCOCC MoCA (eval)speech audio19Jun 16, 2026
Automatic Speech RecognitionCantonese JCCOCC MoCA (dev)speech audio19Jun 16, 2026
Automatic Speech RecognitionEnglish DementiaBank Pitt (Eval)speech audio19Jun 16, 2026
Remote Sensing Referring Expression ComprehensionRRSIS-D RSREC (test)computer visionnlp19Jun 16, 2026
Image ClassificationInsects-1Mcomputer vision19Jun 16, 2026
Image ClassificationBIOSCAN-5Mcomputer vision19Jun 16, 2026
Federated Class-Incremental LearningCIFAR-100 Homogeneous (incremental-stream)computer visiontabular time series19Jun 16, 2026
Biological Relation Extraction (EP+RT)BioREDirectbio medicalnlp19Jun 16, 2026
Sub-Goal CompletionAppWorld 1.0 (test_challenge)agents tool use19Jun 16, 2026
Sub-Goal CompletionAppWorld 1.0 (test_normal)agents tool use19Jun 16, 2026
ClusteringUSPStabular time series19Jun 16, 2026
OdometryMCD3d vision geometry19Jun 16, 2026
GUI GroundingMMBench-GUI L2 v1.0 (test)computer visionnlp19Jun 15, 2026