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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 180 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Adversarial AttackZJU-Mocapadversarial safety securitycomputer vision80Jun 19, 2026
Visual NavigationUnitree Go2 Obstacle-free Scenariorobotics embodied aicomputer vision80Jun 16, 2026
Recommendation UnlearningIndustrial & Scientific (Forget)tabular time series80Jun 9, 2026
Passage Re-rankingTREC DL mean 2019 2020retrieval search rag80Jun 2, 2026
SummarizationCNN/DMnlp80Jun 11, 2026
3D Object DetectionV2X-Real EGO+AUX1 1.0 (seen-pair)3d vision geometrycomputer vision80May 27, 2026
3D Object DetectionV2X-Real EGO+AUX2 (unseen evaluation)3d vision geometrycomputer vision80May 27, 2026
Time Series ForecastingETTh2tabular time series80Jun 24, 2026
Safety ControllabilityGenHarmadversarial safety security80May 26, 2026
Shift Cipher DecodingShift Ciphernlp80May 21, 2026
Instruction InductionEvals-Inductllm chat instructionnlp80May 21, 2026
Instruction InductionBBH Inductllm chat instructionnlp80May 21, 2026
Online Multimodal Model EditingE-ICmultimodalcomputer vision+180Jul 3, 2026
Heavy-tailed Flow MatchingGumbel + Gaussian copulas (test)miscellaneous80May 20, 2026
Prolonged ICU stay predictioneICU Collaborative Research Database (eICU-CRD) (test)bio medicaltabular time series80May 19, 2026
Correlation to Accuracy Difference (Test 1)ImageNet-100 1.0 (test)computer vision80May 18, 2026
Modulation ClassificationRW-IQ OOD (test)computer vision80May 6, 2026
Byzantine-Robust Federated LearningHARmiscellaneous80May 1, 2026
Federated LearningFashion-MNIST (val)miscellaneous80May 1, 2026
Byzantine-robust Federated LearningCIFAR-10 (val)miscellaneous80May 1, 2026
Mathematical ReasoningAIME 2026llm chat instructionnlp80Jun 9, 2026
Uncertainty QuantificationSVHN (test)miscellaneous80Apr 28, 2026
Quadratic Assignment ProblemQAPLIBmiscellaneous80Apr 23, 2026
Continuous spatio-temporal video super-resolutionGoPro 85 (out-of-distribution)computer vision80Apr 21, 2026
Counterfactual Tumor Growth PredictionPK-PD tumor growth simulator (test)bio medicaltabular time series80Apr 15, 2026