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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1672 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Inductive relation predictionFB15k-237 inductive v4graph20Feb 26, 2026
Inductive relation predictionFB15k-237 inductive v3graph20Feb 26, 2026
Inductive relation predictionFB15k-237 inductive v2graph20Feb 26, 2026
Graph Classificationogbg-code2 standard (test)graph20Feb 26, 2026
Language ModelingC4 T5 (val)nlp20Feb 26, 2026
Salient Object DetectionReDWeb-S (test)computer vision20Feb 26, 2026
Transductive Node ClassificationCiteseer 20 labels per classgraph20Feb 26, 2026
Transductive Node ClassificationCiteseer 5 labels per classgraph20Feb 26, 2026
Transductive Node ClassificationCora 5 labels per classgraph20Feb 26, 2026
Image ClassificationStylized-ImageNet 1.0 (val)computer vision20Feb 26, 2026
Session-based RecommendationYoochoose 1/64 (test)tabular time series20Feb 26, 2026
No-Reference Image Quality AssessmentKonIQ (test)computer vision20Feb 26, 2026
Aspect-based Sentiment Classification19 ASC tasks averaged (test)nlp20Feb 26, 2026
Lossless CompressionImageNet32 (test)miscellaneous20Feb 26, 2026
Image Reflection RemovalPostcardcomputer vision20Feb 26, 2026
Image Reflection RemovalWildcomputer vision20Feb 26, 2026
Visual OdometryKITTI Seq. 09computer vision3d vision geometry20Feb 26, 2026
Sentence Pair ClassificationLCQMC (dev)nlp20Feb 26, 2026
Image ClassificationCIFAR100 Noise (val)computer vision20Feb 26, 2026
Image ClassificationCIFAR10 Noise (val)computer vision20Feb 26, 2026
CalibrationCIFAR100 Noise levels 1-5 (val)tabular time series20Feb 26, 2026
CalibrationCIFAR10 Noise levels 1-5 (val)tabular time series20Feb 26, 2026
Image-to-Image TranslationCityscapesimage generation editingcomputer vision20Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision20Feb 26, 2026
Predicting GeneralizationCIFAR PGDL tasks (train test)computer visiontabular time series20Feb 26, 2026