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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 2251 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Transductive Node Classification UnlearningCoauthor Physicsgraphadversarial safety security16Feb 26, 2026
Backdoor Model DetectionTinyImageNetadversarial safety security16Feb 26, 2026
de novo 3D molecule generationGEOM-Drugsbio medical3d vision geometry16Jun 15, 2026
Conditional 3D Molecule GenerationQM9bio medical3d vision geometry16Jun 2, 2026
Classificationvehiclecomputer visionnlp+316Mar 31, 2026
Classificationphonemecomputer visionnlp+316Mar 31, 2026
Classificationcovertypecomputer visionnlp+316Mar 31, 2026
Classificationbank-marketingcomputer visionnlp+316Mar 31, 2026
Node ClassificationPhotos 10-shotgraph16Feb 26, 2026
Node ClassificationComputers 10-shotgraph16Feb 26, 2026
Text ClassificationNG20nlp16Feb 26, 2026
Virtual screeningLIT-PCBAbio medical16Apr 28, 2026
Temperature Field PredictionPacific Ocean sea surface temperature dataset (Jan 1970–Dec 1974)tabular time series16Feb 26, 2026
Federated Domain GeneralizationPACS (unseen client)tabular time series16Feb 26, 2026
Counterfactual Explanationdisclosure x noisecomputer visionnlp16May 29, 2026
Style RemovalStyle Removal Van Goghimage generation editing16Apr 13, 2026
Trust prediction for unobserved usersEpinions (80%-10%-10%)graph16Jun 16, 2026
Trust prediction for unobserved usersEpinions (70%-15%-15%)graph16Jun 16, 2026
Trust prediction for observed usersEpinions (80%-10%-10%)graph16Jun 16, 2026
Trust prediction for observed usersEpinions (70%-15%-15%)graph16Jun 16, 2026
Trust PredictionCiao (60%-20%-20%)graph16Feb 26, 2026
Trust PredictionCiao (50%-25%-25%)graph16Feb 26, 2026
Node ClassificationOGBN-Arxiv 1 (test)graph16Apr 13, 2026
Brain-Body Imaging RegressionMoBIbio medicaltabular time series16Feb 26, 2026
GRN AttackAdult Incomeadversarial safety security16Feb 26, 2026