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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 971 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationC-CIFAR10 official (test)computer vision28Feb 26, 2026
DenoisingBSD68 sigma=15 (test)bio medicalcomputer vision28Mar 31, 2026
Coreset ConstructionGerman Credittabular time series28Feb 26, 2026
Reward-oriented DecodingReward-oriented Decoding Evaluationllm chat instructionnlp28Feb 26, 2026
Instruction FollowingAlpacaFarm Eval (test)llm chat instruction28Feb 26, 2026
Image ClassificationCINIC-10 Dir(0.5) (test)computer vision28Feb 26, 2026
Image ClassificationFashion-MNIST Dir(0.5) (test)computer vision28Feb 26, 2026
Image ClassificationFashion-MNIST under sudden drift and Dir(0.1) 1.0 (test)computer vision28Feb 26, 2026
Image ClassificationCINIC-10 Dir(0.5)computer vision28Feb 26, 2026
Image ClassificationFashion-MNIST Dir(0.5)computer vision28Feb 26, 2026
Image ClassificationOfficeHome Productcomputer vision28Jun 23, 2026
In-domain corpus poisoning attackNQadversarial safety securityretrieval search rag28Jun 11, 2026
Anomaly SegmentationMVTeccomputer visionbio medical28Apr 3, 2026
Scene RecognitionPlaces-365computer vision28May 13, 2026
Image Copy DetectionGLIDE (test)computer vision28Feb 26, 2026
Image Copy DetectionSDXL (test)computer vision28Feb 26, 2026
Image Copy DetectionNew Bing (test)computer vision28Feb 26, 2026
Image Copy DetectionDeepFloyd IF (test)computer vision28Feb 26, 2026
Image Copy DetectionDALL-E 2 (test)computer vision28Feb 26, 2026
Image Copy DetectionMidjourney (test)computer vision28Feb 26, 2026
Image Copy DetectionSD 1.5 (test)computer vision28Feb 26, 2026
Task Predictive PerformanceMNIST-Add (test)computer visiontabular time series28Feb 26, 2026
Survival PredictionTCGA-KIRCbio medicaltabular time series28Jun 23, 2026
Continuous ControlMuJoCo Hopper v4robotics embodied ai28Mar 5, 2026
Link predictionE.coligraph28May 21, 2026