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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 579 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code ReasoningMBPPcode developer ainlp39Jun 18, 2026
Reward ModelingVLRewardBench (test)llm chat instruction39May 12, 2026
Machine UnlearningRWKU Llama 3.1 8B (Forget Set)adversarial safety security39Feb 26, 2026
Tumor SegmentationBraTS 23bio medicalcomputer vision39Apr 2, 2026
Multiple Choice Question AnsweringMedQAnlp39Mar 16, 2026
Image ClassificationFEMNIST (LEAF) (test)computer vision39Feb 26, 2026
Targeted Adversarial AttackImageNetadversarial safety securitycomputer vision39Feb 26, 2026
Digital WatermarkingBlender and LLFF (test)computer vision39May 29, 2026
Out-of-distribution detectionOpenOOD Far-OoD average v1.5computer visiontabular time series39Feb 26, 2026
Out-of-distribution detectionOpenOOD Near-OoD average v1.5computer visiontabular time series39Feb 26, 2026
Video Question AnsweringPerceptionTestmultimodalcomputer vision39Jul 7, 2026
Image Super-resolutionSet5 2xcomputer vision39Jun 19, 2026
ClassificationPCAMcomputer visionnlp+339Feb 27, 2026
Mathematical ReasoningNuminaMathllm chat instructionnlp39Apr 20, 2026
Multiple-Choice Question AnsweringTruthfulQA MC1nlp39Apr 3, 2026
PlanningnuScenes v1.0-trainval (val)robotics embodied ai39May 12, 2026
Pixel-level Anomaly DetectionColonDBcomputer vision39Apr 14, 2026
Uncertainty EstimationNaturalQAnlp39May 1, 2026
Automatic Speech RecognitionEarnings 22speech audio39Jun 11, 2026
Node ClassificationWisconsin H=0.19graph39Feb 26, 2026
Node ClassificationTexas H=0.09graph39Feb 26, 2026
Node ClassificationCornell H=0.30graph39Feb 26, 2026
Node ClassificationCiteseer H=0.74graph39Feb 26, 2026
Node ClassificationCora H=0.81graph39Feb 26, 2026
Graph Anomaly DetectionEllipticgraph39Apr 20, 2026