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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 1513 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semi-supervised graph classificationRDT-M5K (10-fold cross-validation)graph21Feb 26, 2026
Semi-supervised graph classificationRDT-B (10-fold cross-validation)graph21Feb 26, 2026
Semi-supervised graph classificationCOLLAB (10-fold cross-validation)graph21Feb 26, 2026
Semi-supervised graph classificationNCI1 (10-fold cross-validation)graph21Feb 26, 2026
Semi-supervised graph classificationDD (10-fold cross-validation)graph21Feb 26, 2026
Semi-supervised graph classificationPROTEINS (10-fold cross-validation)graph21Feb 26, 2026
Time-series GenerationSinestabular time series21Feb 26, 2026
Visual Question AnsweringVQA Karpathy (test)multimodalcomputer vision+121Feb 26, 2026
Referring Expression ComprehensionRefGTA (test)computer visionnlp21Feb 26, 2026
Referring Expression ComprehensionRefGTA (val)computer visionnlp21Feb 26, 2026
Multiple Choice Question AnsweringQASC (test)nlp21Apr 2, 2026
SMS Spam ClassificationSMS Spamnlp21Jun 26, 2026
Image ClassificationCIFAR-10-LT Imbalance Ratio 10 (test)computer vision21Feb 26, 2026
Natural Language InferenceRTEnlp21Feb 26, 2026
Few-shot Action RecognitionHMDB51 meta (test)computer vision21Feb 26, 2026
Point Cloud ClassificationScanObjectNN Object & Background 1.03d vision geometry21Feb 26, 2026
Online Continual LearningTinyImageNet Sequential (test)tabular time series21Feb 26, 2026
Online Continual LearningCIFAR-100 Sequential (test)tabular time series21Feb 26, 2026
Online Continual LearningCIFAR-10 Sequential (test)tabular time series21Feb 26, 2026
ReconstructionReplica average over 8 scenescomputer vision21Feb 26, 2026
Graph ExplanationMutaggraph21May 15, 2026
Image ClassificationfMoWcomputer vision21Mar 25, 2026
Text-to-Image GenerationMS-COCO Captions 30,000 (val)image generation editing21Feb 26, 2026
Text-based position localizationKITTI360 Pose (test)computer visionnlp21Apr 3, 2026
Overall Audio-Visual Question AnsweringMUSIC-AVQA (test)multimodalspeech audio+121Feb 26, 2026