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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 61 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal reasoningMathVisionmultimodalnlp162May 27, 2026
Science Question AnsweringARC Easynlpbio medicalScience Question Answering on ARC Easy performance trend162May 26, 2026
Image Quality AssessmentPIPALcomputer vision162Jun 16, 2026
Image ClassificationCIFAR10 non-iidcomputer vision162Mar 17, 2026
Visual Active SearchDOTAcomputer vision162Feb 26, 2026
Low-light Image EnhancementLOLcomputer vision162Mar 10, 2026
Question AnsweringSQuADnlp162May 12, 2026
Novel View SynthesisLLFF 3-view3d vision geometryNovel View Synthesis on LLFF 3-view performance trend162May 22, 2026
Mathematical ReasoningGSM-Hardllm chat instructionnlp162Apr 10, 2026
Temporal Action DetectionActivityNet 1.3computer visionTemporal Action Detection on ActivityNet 1.3 performance trend162Jun 11, 2026
Node Classificationogbn-products (test)graph162May 29, 2026
Semantic SegmentationPascal VOC augmented 2012 (val)computer vision162Feb 26, 2026
Graph ClassificationCIFAR10 (test)graphGraph Classification on CIFAR10 (test) performance trend162Jul 1, 2026
Vision-Language NavigationR2R (test unseen)robotics embodied aimultimodal162Jul 2, 2026
Multimodal Emotion RecognitionIEMOCAP (test)multimodalnlp+1162Mar 10, 2026
Action RecognitionSomething-Something V1computer visionAction Recognition on Something-Something V1 performance trend162Feb 26, 2026
Panoptic SegmentationCOCO (test-dev)computer visionPanoptic Segmentation on COCO (test-dev) performance trend162Feb 26, 2026
Sentiment AnalysisSST-2 (test)nlp162Jun 4, 2026
Domain AdaptationOffice-31 unsupervised adaptation standardcomputer visionnlp+1Domain Adaptation on Office-31 (Standard Unsupervised Evaluation) performance trend162Feb 26, 2026
Cardiac SegmentationACDC (test)bio medicalcomputer vision162May 12, 2026
Text ClassificationAGNewsnlpText Classification on AGNews (Accuracy) performance trend161Jul 8, 2026
Jailbreak AttackMaliciousInstructadversarial safety security161Mar 27, 2026
Monocular Depth EstimationDIODE3d vision geometrycomputer visionMonocular Depth Estimation on DIODE performance trend161Jun 12, 2026
Node Classificationquestionsgraph161Jul 9, 2026
Text-to-Image RetrievalCOCOmultimodalretrieval search ragText-to-Image Retrieval on COCO performance trend161Jul 2, 2026