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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 1259 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Infrared Small Target DetectionAverage (SIRST, NUDT-SIRST, IRSTD-1K) Combined (test)computer vision24Feb 26, 2026
Infrared Small Target DetectionSIRST (test)computer vision24Feb 26, 2026
Task Predictive PerformanceMNIST-Add-Incomp (test)computer visiontabular time series24Feb 26, 2026
Graph ClassificationMutagenicity (density-based split (M0, M1, M2, M3))graph24Feb 26, 2026
Machine TranslationWMT14 DE-ENnlp24Apr 8, 2026
Attributed Graph ClusteringPhysicsgraph24May 28, 2026
Lensless Image ReconstructionPhlatCam (test)computer vision3d vision geometry24Jun 16, 2026
Video Depth EstimationVDW (test)3d vision geometrycomputer vision24Feb 26, 2026
Multi-image reasoningMuirbench (test)multimodalcomputer vision+124Feb 26, 2026
Mathematical ReasoningMATHllm chat instructionnlp24Feb 26, 2026
Zero-shot performance evaluationHellaSwag, BoolQ, WinoGrande, PiQA, ARC-easy, and ARC-challenge Zero-shot LM Eval Harnessllm chat instructionnlp24Feb 26, 2026
Node ClassificationActor (random splits)graph24Feb 26, 2026
Cause discovery for incorrect predictionsCUB-200-2011computer vision24Feb 26, 2026
HDR Image Quality AssessmentWeighted Avgcomputer vision24Feb 26, 2026
HDR Image Quality AssessmentUPIQ HDR imagecomputer vision24Feb 26, 2026
HDR Image Quality AssessmentUPIQcomputer vision24Feb 26, 2026
HDR Image Quality AssessmentZerman 2017computer vision24Feb 26, 2026
HDR Image Quality AssessmentValenzise 2014computer vision24Feb 26, 2026
HDR Image Quality AssessmentNarwaria 2013 (test)computer vision24Feb 26, 2026
Action RecognitionEK100computer vision24Feb 26, 2026
Dialogue State TrackingSGDnlp24Apr 15, 2026
Survival PredictionLUSCbio medicaltabular time series24Apr 9, 2026
Object DetectionMSAR AP'12 protocol (test)computer vision24Feb 26, 2026
Object DetectionMSAR AP'07 protocol (test)computer vision24Feb 26, 2026
Mathematical ReasoningGSM8K 10 (test)llm chat instructionnlp24Feb 26, 2026