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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 117 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Molecular property predictionBACEbio medicalMolecular property prediction on BACE performance trend107Jul 7, 2026
3D Object DetectionSUN RGB-D3d vision geometrycomputer vision107Jun 2, 2026
Adversarial AttackImageNet (test)adversarial safety securitycomputer vision107May 22, 2026
Video Object SegmentationDAVIS 2017 (test)computer visionVideo Object Segmentation on DAVIS 2017 (test) performance trend107Feb 26, 2026
Super-ResolutionRealSR (test)computer vision107Jun 30, 2026
Semantic SegmentationPASCAL-5^i (test)computer vision107Feb 26, 2026
Out-of-distribution DetectionCIFAR-100computer visiontabular time seriesOut-of-distribution Detection on CIFAR-100 performance trend107Feb 26, 2026
Single Image Reflection RemovalReal20 (test)computer visionSingle Image Reflection Removal on Real20 (test) performance trend107Jul 1, 2026
Image DenoisingSet12 (test)computer vision107May 7, 2026
JPEG image artifacts removalLIVE1computer vision107Jun 26, 2026
Molecular Property PredictionMoleculeNet MUV (scaffold)bio medical107Jun 25, 2026
Handwritten Mathematical Expression RecognitionCROHME 2019 (test)computer visionnlpHandwritten Mathematical Expression Recognition on CROHME 2019 (test) performance trend107Feb 26, 2026
Zero-shot ReasoningWinoGrandellm chat instructionnlp107Jun 4, 2026
Text-based Visual Question AnsweringTextVQAmultimodalcomputer vision+1Text-based Visual Question Answering on TextVQA (accuracy, relative accuracy) performance trend106Jul 1, 2026
Time Series ForecastingETTh2tabular time seriesTime Series Forecasting on ETTh2 (MSE, MAE, Imp. MSE) performance trend106Jun 16, 2026
Commonsense ReasoningHellaSwagnlp106Jul 8, 2026
Manim Animation GenerationManimBenchcode developer aiimage generation editing106Apr 21, 2026
Arithmetic ReasoningArithmeticsnlpllm chat instruction106Apr 15, 2026
Embodied Task CompletionALFWorldrobotics embodied ai106Jun 4, 2026
Visual Question AnsweringCOCOmultimodalcomputer vision+1106Apr 15, 2026
Time Series ForecastingSolartabular time series106May 21, 2026
Emotional IntelligencePolish EQ-Benchnlp106Apr 14, 2026
Logical ReasoningLogiQAnlp106Jun 17, 2026
Image GenerationImageNet 1K (val)image generation editing106May 26, 2026
Mathematical ReasoningMATH 500llm chat instructionnlp106Feb 26, 2026