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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 873 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical Image SegmentationDRIVEbio medicalcomputer vision30Jul 2, 2026
Handwriting RetrievalHandwriting In-Domain Setcomputer visionnlp30Feb 27, 2026
Patch-level histology classificationSICAPbio medicalcomputer vision30Feb 26, 2026
Patch-level histology classificationNCTbio medicalcomputer vision30Feb 26, 2026
Forgery DetectionDiFF T2I (test)computer vision30Apr 14, 2026
Forgery DetectionDiFF I2I (test)computer vision30Apr 14, 2026
Hyperspectral Anomaly DetectionHyperioncomputer visionbio medical+130Apr 14, 2026
5-way Few-shot Image ClassificationCIFAR-FScomputer vision30Feb 26, 2026
Enhancing Tumor SegmentationPretreat-MetsToBrain-Masks (test)bio medicalcomputer vision30Feb 26, 2026
Tumor Core SegmentationPretreat-MetsToBrain-Masks (test)bio medicalcomputer vision30Feb 26, 2026
Whole Tumor SegmentationPretreat-MetsToBrain-Masks (test)bio medicalcomputer vision30Feb 26, 2026
Instance SegmentationCOCOcomputer vision30Feb 26, 2026
Object DetectionCOCOcomputer vision30Feb 26, 2026
Open-set Palmprint VerificationPolyU (intra-dataset open-set)computer vision30Feb 26, 2026
Palmprint RecognitionTongji intra-dataset open-setcomputer vision30Feb 26, 2026
Palmprint RecognitionIITD intra-dataset (open-set)computer vision30Feb 26, 2026
Open-set Palmprint RecognitionPalmVein open-setcomputer vision30Feb 26, 2026
Remote Sensing Visual GroundingDIOR-RSVG official (test)computer visionnlp30Feb 27, 2026
Contextual Visual Personalization (Editing)VPTT-Bench 1.0 (test)computer visionimage generation editing30Feb 26, 2026
Face Swapping DefenseCelebA-HQ (test)computer visionadversarial safety security30Apr 24, 2026
Image ClassificationLandmark (test)computer vision30Feb 26, 2026
Image ClassificationInsects Spider (test)computer vision30Feb 26, 2026
Weather forecastingERA5 1.4° grid (test)tabular time series30Feb 26, 2026
Multi-image understandingQBench2computer visionmultimodal30Mar 10, 2026
InpaintingPlaces2 Wide Mask 512x512 (test)image generation editing30Feb 26, 2026