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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 37 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Zero-shot Evaluation7 tasks zero-shotnlpllm chat instruction223Jun 25, 2026
Image ClassificationAID (test)computer vision223Mar 31, 2026
Class-conditional Image GenerationImageNet 256x256 (test)image generation editing223Apr 23, 2026
Unconditional Image GenerationCIFAR-10 (test)image generation editingUnconditional Image Generation on CIFAR-10 (test) performance trend223Apr 7, 2026
Object DetectionPASCAL VOC (Novel Set 1)computer visionObject Detection on PASCAL VOC (Novel Set 1) performance trend223Feb 27, 2026
Panoptic SegmentationCOCO (val)computer visionPanoptic Segmentation on COCO (val) performance trend223May 14, 2026
Image ClassificationFGVC Aircraftcomputer vision223May 26, 2026
Graph ClassificationPROTEINS (10-fold cross-validation)graphGraph Classification on PROTEINS (10-fold cross-validation) performance trend223Jun 2, 2026
Semantic SegmentationPascal Context (test)computer visionSemantic Segmentation on Pascal Context (test) performance trend223May 13, 2026
Multiple-choice Question AnsweringMMLUnlpMultiple-choice Question Answering on MMLU performance trend222Jun 29, 2026
Adversarial AttackImageNet (val)adversarial safety securitycomputer vision222Feb 26, 2026
Video UnderstandingVideoMMEcomputer visionVideo Understanding on VideoMME performance trend222May 19, 2026
Word PredictionLAMBADAnlp222Jun 24, 2026
Audio CaptioningAudioCaps (test)speech audionlpAudio Captioning on AudioCaps (test) performance trend222Jun 5, 2026
Mathematical ReasoningAMCllm chat instructionnlpMathematical Reasoning on AMC performance trend221Mar 18, 2026
GUI GroundingScreenSpot Procomputer visionnlpGUI Grounding on ScreenSpot Pro performance trend221Jun 30, 2026
Video-to-Text RetrievalMSR-VTTmultimodalVideo-to-Text Retrieval on MSR-VTT performance trend221May 28, 2026
Image ClassificationOxford Flowers-102 (test)computer visionImage Classification on Oxford Flowers-102 (test) performance trend221Jun 30, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp220Jun 17, 2026
Multimodal ReasoningMMMUmultimodalnlpMultimodal Reasoning on MMMU performance trend220Jul 3, 2026
Monocular Depth EstimationKITTI3d vision geometrycomputer visionMonocular Depth Estimation on KITTI performance trend220May 21, 2026
Image ClusteringImageNet-10computer visionImage Clustering on ImageNet-10 performance trend220May 14, 2026
Super-resolutionUrban100 (test)computer vision220Apr 15, 2026
Image Super-resolutionBSD100 (test)computer visionImage Super-resolution on BSD100 (test) performance trend220Jul 7, 2026
Sentiment ClassificationSST-2nlpSentiment Classification on SST-2 performance trend220Jul 1, 2026