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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 173 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Low-light enhancementLOL v1 (test)computer vision83Jun 16, 2026
Scene Text Recognition6 common benchmarks (test)computer vision83Jun 24, 2026
Image ClassificationAIDcomputer vision83Jun 23, 2026
3D object classificationScanObjectNN OBJ_ONLY3d vision geometrycomputer vision3D object classification on ScanObjectNN OBJ_ONLY performance trend83Jun 2, 2026
Medical Image SegmentationISIC 2018 (test)bio medicalcomputer vision83Jun 30, 2026
CTR PredictionFrappetabular time series83Feb 26, 2026
Relative Pose EstimationMegaDepth (test)3d vision geometry83Feb 26, 2026
Image ClassificationCaltech256computer vision83Jun 8, 2026
Audio ClassificationVGG-Soundspeech audioAudio Classification on VGG-Sound performance trend83Jun 9, 2026
Backdoor DefenseCIFAR-10adversarial safety security83Jun 16, 2026
Video PredictionMoving MNISTvideo generation editing83Mar 31, 2026
Image RetrievalRevisited Oxford (ROxf) + R1M (Hard)retrieval search ragcomputer vision83Feb 26, 2026
No-Reference Image Quality AssessmentLIVEcomputer vision83Mar 17, 2026
Incremental LearningTinyImageNetcomputer visiontabular time series83Feb 26, 2026
Anomaly DetectionMVTec ADtabular time series83Feb 26, 2026
Skin lesion classificationHAM10000 (test)computer visionbio medical83Feb 26, 2026
Dialogue SummarizationSAMSum (test)nlpDialogue Summarization on SAMSum (test) performance trend83Jun 5, 2026
Person Re-IdentificationDukeMTMC (test)computer vision83Feb 26, 2026
Few-shot SegmentationPASCAL 5i (val)computer vision83Feb 26, 2026
Image ClassificationCIFAR-100-LT Imbalance Ratio 10computer visionImage Classification on CIFAR-100-LT Imbalance Ratio 10 performance trend83Feb 26, 2026
ClassificationFood101computer visionnlp+383Jul 7, 2026
Graph ClassificationRDT-Bgraph83Apr 1, 2026
Facial expression recognitionCK+computer visionFacial Expression Recognition on CK+ performance trend83Jun 9, 2026
ClusteringPubmedtabular time series83Jun 23, 2026
3D Object DetectionKITTI (test)3d vision geometrycomputer vision83Feb 26, 2026