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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 574 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Molecular Optimization (QED)TOMG-Benchbio medical39May 28, 2026
Molecular Optimization (MR)TOMG-Benchbio medical39May 28, 2026
Molecular Optimization (LogP)TOMG-Benchbio medical39May 28, 2026
Multi-modal Long-context BenchmarkingMileBenchmultimodalllm chat instruction39Mar 6, 2026
Dynamic Link PredictionUCI (inductive split)graph39Jun 4, 2026
Skin Lesion SegmentationHAM10000computer visionbio medical39Jun 26, 2026
Offline Reinforcement LearningD4RL Maze2D Largerobotics embodied ai39Jun 15, 2026
Video EditingOpenVE-Benchvideo generation editing39Jun 1, 2026
Low-light image enhancementLOL Synthetic v2 (test)computer vision39May 25, 2026
Language ModelingC4nlp39Mar 4, 2026
Binary ClassificationInteraction Dataset (DI)tabular time series39Mar 4, 2026
3D wireframe reconstructionDTU Dataset3d vision geometrycomputer vision39Feb 27, 2026
Medical Image ClassificationCheXpertbio medicalcomputer vision39Jun 4, 2026
Multimodal Perception and CognitionMME (test)multimodalcomputer vision+139Apr 15, 2026
Multimodal UnderstandingMMEmultimodal39Mar 10, 2026
Multi-view Video GenerationnuScenes (val)video generation editing39Jul 1, 2026
Code GenerationHumanEval++code developer ai39Apr 28, 2026
Image UnderstandingMMBench CNcomputer visionmultimodal39Mar 5, 2026
Bayesian network structure discoveryHailfindergraph39Apr 7, 2026
Medical Image SegmentationBTCVbio medicalcomputer vision39Jul 7, 2026
Mathematical Problem SolvingAIME 24nlpagents tool use39May 12, 2026
ClassificationBBBPcomputer visionnlp+339May 26, 2026
Language ModelingLambada (val)nlp39May 26, 2026
Time Series ClassificationUEA-27 (test)tabular time series39Jul 7, 2026
Node classificationWisconsin (Wis.)graph39Jun 25, 2026