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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 80 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object DetectionCOCOcomputer visionObject Detection on COCO (mAP) performance trend137Apr 21, 2026
Image ClassificationCIFAR-100-Ccomputer visionImage Classification on CIFAR-100-C performance trend137Jul 2, 2026
RGB-D Salient Object DetectionNJU2K (test)computer visionRGB-D Salient Object Detection on NJU2K (test) performance trend137Feb 26, 2026
Surface Normal PredictionNYU v23d vision geometry137Jun 4, 2026
Salient Object DetectionHKU-IS (test)computer visionSalient Object Detection on HKU-IS (test) performance trend137Feb 26, 2026
Optical FlowMPI-Sintel final (test)computer visionOptical Flow on MPI-Sintel final (test) performance trend137Feb 26, 2026
Web navigation and task completionWebArena (test)agents tool userobotics embodied ai137Apr 21, 2026
Mathematical ReasoningOlympiadllm chat instructionnlp137Mar 24, 2026
Table Question AnsweringTableBench 1.0 (test)nlpretrieval search rag136May 21, 2026
Fact CheckingTableBench (test)nlp136May 21, 2026
Performance EstimationDICEStabular time series136Apr 28, 2026
Bandwidth MinimizationUF Sparse Matrix Collection (test)miscellaneous136Apr 23, 2026
Logical ReasoningFormal Logicnlp136May 27, 2026
Mathematical ReasoningOlympiadllm chat instructionnlp136Jun 9, 2026
ECG ClassificationPTBXL Superbio medicaltabular time series136Jun 1, 2026
AI-generated image detectionChameleonimage generation editingcomputer vision136Jul 8, 2026
Visual Question AnsweringPOPEmultimodalcomputer vision+1Visual Question Answering on POPE performance trend136Jun 11, 2026
Text-based person searchRSTPReid (test)computer visionnlpText-based person search on RSTPReid (test) performance trend136Jun 2, 2026
No-Reference Image Quality AssessmentTID 2013computer vision136Jun 30, 2026
Video Anomaly DetectionXD-Violencecomputer visionVideo Anomaly Detection on XD-Violence performance trend136Jul 2, 2026
Commonsense ReasoningCommonSenseQAnlp136Mar 4, 2026
No-Reference Image Quality AssessmentSPAQcomputer vision136Jun 30, 2026
Arithmetic ReasoningMultiArith (test)nlpllm chat instruction136Jun 26, 2026
Super-ResolutionUrban100 x4computer visionSuper-Resolution on Urban100 x4 performance trend136Jun 19, 2026
Video DenoisingSet8computer vision136Feb 26, 2026