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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 161 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code GeneratingMBPPcode developer ai88Feb 26, 2026
Safety AlignmentHarmBenchadversarial safety security88Feb 26, 2026
Object DetectionBDD100Kcomputer vision88Apr 30, 2026
Safety EvaluationDirectHarm 4adversarial safety security87Jun 2, 2026
Zero-shot ClassificationDownstream Tasks Zero-shot (BoolQ, HellaSwag, WinoGrande, ARC-e, ARC-c, PIQA, OBQA)nlpcomputer vision87Apr 16, 2026
Lipschitz Constant EstimationSmall MLP networks (test)computer vision87Apr 9, 2026
MathematicsAIME 2024nlpMathematics on AIME 2024 (Accuracy) performance trend87Jun 30, 2026
Image ClassificationDTDcomputer vision87Jun 4, 2026
Embodied AI Task PlanningEB-ALFREDrobotics embodied ai87Jun 11, 2026
Code GenerationMBPPcode developer ai87Jun 26, 2026
Category DiscoveryCUB-200 2011computer vision87May 1, 2026
Mathematical ReasoningMinerva Math v1 (test)llm chat instructionnlp87Jun 2, 2026
Mathematical Visual Question AnsweringMathVistamultimodalcomputer vision+187May 12, 2026
Audio Deepfake DetectionASVspoof DF 2021speech audio87Jul 1, 2026
Time Series ForecastingETTm1tabular time seriesTime Series Forecasting on ETTm1 (MSE, MAE) performance trend87Mar 13, 2026
Visible-Infrared Person Re-IdentificationRegDB Thermal2Visible v1computer vision87Feb 26, 2026
Image ClassificationUCM (test)computer vision87Mar 9, 2026
ClassificationDTDcomputer visionnlp+387Jul 7, 2026
Class-incremental learningCIFAR-100 10-splitcomputer visiontabular time series87Jun 23, 2026
GUI GroundingMMBench-GUI L2 (test)computer visionnlp87Jul 1, 2026
Commonsense ReasoningCommonsense Reasoning Suite (test)nlp87Jun 9, 2026
Text-to-SpeechSeed-TTS zh (test)speech audio87Jun 9, 2026
Graph Anomaly DetectionPhotograph87Jun 30, 2026
Conditional Image GenerationImageNet 64x64 (val)image generation editing87Mar 25, 2026
Open Vocabulary Semantic SegmentationCOCO Object with backgroundcomputer vision87May 13, 2026