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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 2042 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Hateful Meme IdentificationExtended BHM (test)multimodalnlp+117Feb 26, 2026
Inverse LithographyICCAD 2013 (Avg)3d vision geometrybio medical17May 14, 2026
Structure-from-MotionIMC 20213d vision geometrycomputer vision17Feb 26, 2026
RGB-guided depth Super-ResolutionMiddlebury x8 scale 20063d vision geometrycomputer vision17Feb 26, 2026
RGB-guided depth Super-ResolutionMiddlebury x4 scale 20063d vision geometrycomputer vision17Feb 26, 2026
RGB-guided depth Super-ResolutionReal-world RGB-D-D x2 (test)3d vision geometrycomputer vision17Feb 26, 2026
Language ModelingLM1B L=128 (test)nlp17Feb 26, 2026
Visual ServoingE_YCB zero-shot YCB-Videorobotics embodied aicomputer vision17Feb 26, 2026
Sketch-to-Image GenerationSketchy In the Wildimage generation editingcomputer vision17Feb 26, 2026
Sketch-to-imageSketchy (test)image generation editingcomputer vision17Feb 26, 2026
Robotic ManipulationWidowXrobotics embodied ai17Feb 26, 2026
Reasoning and SynthesisGaucher Disease (GD)llm chat instructionnlp17Feb 26, 2026
Reasoning and SynthesisBitcoin Price Fluctuations (BP)llm chat instructionnlp17Feb 26, 2026
Time Series ClassificationCAP OODtabular time series17Jul 1, 2026
Object DetectionCOCO Base Categories 2017 (val)computer vision17Feb 26, 2026
Spoof detectionASVspoof PA 2019 (eval)speech audio17Jul 7, 2026
Emotion Recognition in ConversationIEMOCAP 1.0 (test)nlpspeech audio17Feb 26, 2026
Emotion Recognition in ConversationMELD 1.0 (test)nlpspeech audio17Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision17Feb 26, 2026
Visual Object TrackingNFScomputer vision17Feb 26, 2026
Image ClassificationImageNet-1K Regular (val)computer vision17Feb 26, 2026
Link PredictionCORA δ = 11 (test)graph17Feb 26, 2026
Link PredictionPUBMED δ = 3.5 (test)graph17Feb 26, 2026
Common Sense Reasoning and Question AnsweringTask Suite Zero-shot (ARC-e, ARC-c, HellaSwag, OBQA, WinoGrande, MathQA, PIQA)nlpllm chat instruction17Feb 26, 2026
Grammatical Error CorrectionIceEC 1.0 (test)nlp17Feb 26, 2026