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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 30 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Single Image Super-ResolutionSet14computer visionSingle Image Super-Resolution on Set14 (PSNR, SSIM) performance trend252Feb 26, 2026
Generalized Category DiscoveryImageNet 100computer visionGeneralized Category Discovery on ImageNet 100 performance trend252Jul 2, 2026
Out-of-Distribution DetectioniNaturalistcomputer visiontabular time series252May 27, 2026
Mathematical ReasoningMinerva Mathllm chat instructionnlp251Jul 8, 2026
Logical ReasoningLogiQAnlp251May 19, 2026
Medical Visual Question AnsweringVQA-RADmultimodalbio medical251Jul 1, 2026
Image ClassificationSUN397 (test)computer vision251Jun 30, 2026
Image ClassificationObjectNetcomputer visionImage Classification on ObjectNet performance trend251May 29, 2026
Text RetrievalFlickr30K (test)retrieval search ragText Retrieval on Flickr30K (test) performance trend251Jun 11, 2026
Image RetrievalCUB-200 2011 (test)retrieval search ragcomputer visionImage Retrieval on CUB-200 2011 (test) performance trend251Feb 26, 2026
Image DenoisingStandard Benchmark Images (test)computer vision250Jun 25, 2026
Text-to-Image GenerationGenEval (test)image generation editing250Jun 26, 2026
Lane DetectionTuSimple (test)computer vision250Feb 26, 2026
Image ClassificationImageNet-100 (val)computer visionImage Classification on ImageNet-100 (val) performance trend250Jul 7, 2026
3D Object DetectionnuScenes (val)3d vision geometrycomputer vision3D Object Detection on nuScenes (val) (Core Metrics) performance trend249Jun 19, 2026
Logical ReasoningBBHnlp249May 27, 2026
Commonsense ReasoningARC-Enlp249Jul 8, 2026
Massive Multi-discipline Multimodal UnderstandingMMMUmultimodalcomputer vision+1249Jun 19, 2026
Multimodal EvaluationMM-Vetmultimodal249Jul 7, 2026
Action RecognitionNTU RGB+D 120 Cross-Subjectcomputer vision249Jun 4, 2026
Salient Object DetectionECSSDcomputer visionSalient Object Detection on ECSSD performance trend249Jul 1, 2026
Action RecognitionHMDB51 (test)computer visionAction Recognition on HMDB51 (test) performance trend249Mar 9, 2026
MathGSM8Kllm chat instruction248Jun 16, 2026
Text ClassificationAG-NEWSnlpText Classification on AG-NEWS performance trend248Feb 27, 2026
Web Navigation and ShoppingWebshopagents tool userobotics embodied ai248Jul 7, 2026