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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 513 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Graph Anomaly DetectionFacebook (test)graph42May 27, 2026
Graph Anomaly DetectionCiteSeer (test)graph42Jun 30, 2026
Online Continual LearningTiny-ImageNet (test)tabular time series42Feb 26, 2026
Online Continual LearningTiny-ImageNettabular time series42Feb 26, 2026
Action RecognitionPKU-MMD II (xsub)computer vision42Feb 26, 2026
Visual Question AnsweringPathMMU Tiny 1.0 (test)multimodalcomputer vision+142Mar 23, 2026
Online Continual LearningCIFAR-100 (test)tabular time series42Feb 26, 2026
LGT DetectionFast-DetectGPT WP-s (test)nlp42Feb 26, 2026
Automatic Speech RecognitionLibriSpeech 100h (test-other)speech audio42Jun 11, 2026
Tabular Data Synthesis Fidelityenergytabular time series42Feb 26, 2026
Image InpaintingPlaces2 (evaluation)image generation editingcomputer vision42Feb 26, 2026
Video Question AnsweringVCG Benchmultimodalcomputer vision42Feb 26, 2026
Graph ClassificationMOLBACEgraph42Apr 20, 2026
Graph ClassificationMOLTOX21graph42May 7, 2026
WatermarkingDiffusionDBimage generation editing42May 19, 2026
Activity RecognitionShoaibcomputer vision42May 22, 2026
Unsupervised Object DiscoveryPASCAL VOC 2012computer vision42Apr 15, 2026
Bayesian Optimizationnoise-free synthetic problems (test)miscellaneous42Feb 26, 2026
Frame-level Deepfake DetectionDFDcomputer vision42Mar 26, 2026
Node ClassificationPubMed semi-supervisedgraph42Feb 26, 2026
Cancer diagnosisCAMELYON-16bio medical42Feb 26, 2026
Action RecognitionSSv2 Few-shotcomputer vision42Mar 19, 2026
Bi-directional MR model estimationSynthetic bi-directional MR data Scenario S(4,4,10), direction X → Ytabular time series42Feb 26, 2026
Bi-directional MR model estimationSynthetic bi-directional MR data Scenario S(3,3,8) direction Y → Xtabular time series42Feb 26, 2026
Bi-directional MR model estimationSynthetic bi-directional MR data Scenario S(2,2,6) direction Y → Xtabular time series42Feb 26, 2026