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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 618 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Human Pose EstimationHuman3.6M standard (test)3d vision geometrycomputer vision37Apr 7, 2026
Image ClassificationImageNet (val)computer vision37Feb 26, 2026
Blond Hair classificationCelebA (test)computer vision37May 7, 2026
5-way Few-shot ClassificationChestXcomputer visionnlp+137Mar 6, 2026
5-way Few-shot ClassificationCrop Diseasescomputer visionnlp+137Mar 6, 2026
5-way Few-shot ClassificationPlantaecomputer visionnlp+137Mar 6, 2026
Temporal Action DetectionFineActioncomputer vision37Mar 6, 2026
Question AnsweringRelExt MRQA out-of-domain evaluationnlp37Mar 12, 2026
Question AnsweringTextbookQA MRQA out-of-domain evaluationnlp37Mar 12, 2026
Text-to-Image GenerationCOCO 256 x 256 2014 (val)image generation editing37Feb 26, 2026
Object DetectionCityscapes S -> C adaptation (val)computer vision37Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision37Feb 26, 2026
Entity RecognitionCORD official (test)nlp37Feb 26, 2026
Object DetectionMS COCO (train val)computer vision37Feb 26, 2026
Person Re-identificationVC-Clothes general (all cams)computer vision37Mar 4, 2026
6 DoF Pose EstimationYCB-V BOP challenge 20203d vision geometrycomputer vision37Feb 26, 2026
Relation ExtractionTACRED v1.0 (test)nlp37Feb 26, 2026
Image HarmonizationHAdobe5k iHarmony4 (test)image generation editingcomputer vision37Feb 26, 2026
Trajectory PredictionETH-UCY ZARA1robotics embodied aitabular time series37May 22, 2026
Image Super-Resolution (x2)Set14computer vision37Jun 19, 2026
Monocular 3D Object DetectionKITTI car category (val)3d vision geometrycomputer vision37Mar 19, 2026
Salient Object DetectionDUTS 5019 (test)computer vision37Jul 7, 2026
Aspect-based Sentiment ClassificationLap14nlp37Feb 26, 2026
Semantic Entity RecognitionFUNSD (test)nlp37Feb 26, 2026
Image ClassificationCIFAR-100 50% symmetric label noisecomputer vision37Apr 23, 2026