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Benchmarks

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

309,131 benchmarksPage 120 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Class-incremental learningCIFAR-100 10 (test)computer visiontabular time seriesClass-incremental learning on CIFAR-100 (10 tasks, test) performance trend105Mar 16, 2026
Link Predictionogbl-collab (test)graphLink Prediction on ogbl-collab (test) performance trend105May 28, 2026
Scene Text SpottingTotal-Text (test)computer visionnlpScene Text Spotting on Total-Text (test) performance trend105Feb 26, 2026
Stereo MatchingKITTI 2012 (test)3d vision geometrycomputer visionStereo Matching on KITTI 2012 (test) performance trend105May 12, 2026
Temporal Action SegmentationGTEAcomputer visionTemporal Action Segmentation on GTEA performance trend105Apr 3, 2026
Video GenerationUCF-101 (test)video generation editingVideo Generation on UCF-101 (test) performance trend105Jun 17, 2026
Image ClassificationMNIST rotated (test)computer visionImage Classification on MNIST rotated (test) performance trend105Feb 26, 2026
Sentiment ClassificationStanford Sentiment Treebank SST-2 (test)nlpSentiment Classification on SST-2 (test) performance trend105Apr 21, 2026
Long sequence classificationLRA (Long Range Arena) (test)nlpcomputer vision+1Long sequence classification on LRA (test) performance trend105Jun 29, 2026
Fine-grained ClassificationAircraftcomputer vision105Jun 29, 2026
Visual SLAMTartanAir3d vision geometryrobotics embodied ai104Jul 8, 2026
Time-series ForecastingCOVID-19 20 regionstabular time series104Jun 12, 2026
ECG SegmentationISP (test)bio medicalcomputer vision104May 18, 2026
Offline Reinforcement Learning under Gravity ShiftMuJoCo Antrobotics embodied ai104May 26, 2026
Offline Reinforcement Learning under Gravity ShiftMuJoCo Hopperrobotics embodied ai104May 26, 2026
Offline Reinforcement Learning under Gravity ShiftMuJoCo HalfCheetahrobotics embodied ai104May 26, 2026
Modulation ClassificationRML 2018.01acomputer vision104Apr 14, 2026
Mathematical ReasoningMATH 500llm chat instructionnlpMathematical Reasoning on MATH 500 (Pass@1, Avg tokens) performance trend104Jun 24, 2026
Image ClassificationWaterbirds severe in-distribution context (test)computer vision104Apr 3, 2026
Image ClassificationWaterbirds In-context training (test)computer vision104Apr 3, 2026
Image ClassificationiNaturalist OOD (test)computer vision104Apr 3, 2026
Mathematical ReasoningAMC 2023llm chat instructionnlp104Jun 24, 2026
Hallucination DetectionBioASQllm chat instructionnlp104May 28, 2026
Mathematical ReasoningMATH500llm chat instructionnlpMathematical Reasoning on MATH500 (Accuracy, Tokens) performance trend104Jun 19, 2026
Job Shop Scheduling ProblemDMU benchmark of JSSPmiscellaneous104May 19, 2026