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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 2106 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningDeepMath-103K (test)llm chat instructionnlp16Jul 7, 2026
Question AnsweringHotpotQA (test)nlp16Jul 7, 2026
UnlearningSciQ-WMDP-Bio (test)adversarial safety security16Jul 7, 2026
Object DetectionM3FD (Challenge)computer vision16Jul 7, 2026
Object DetectionM3FD (Day)computer vision16Jul 7, 2026
Domain AdaptationPACS (test)computer visionnlp+116Jul 7, 2026
Inference LatencyImageNet-1K 1.0 (val)miscellaneous16Jul 7, 2026
Image Restoration (Deblurring)FFHQcomputer visionimage generation editing16Jul 7, 2026
Graph ClassificationGOOD-PCBA sizegraph16Jul 7, 2026
Graph ClassificationGOOD-PCBA scaffoldgraph16Jul 7, 2026
Explanation GenerationTrendFact (test)nlp16Jul 7, 2026
LiDAR Semantic SegmentationFLARE (test)computer vision3d vision geometry16Jul 7, 2026
Global Source AttributionMLAAD Few-Shot Open-Set (test)nlp16Jul 7, 2026
CodeLCBcode developer ai16Jul 7, 2026
MathAIME 24llm chat instruction16Jul 7, 2026
Element-specific CountingPubChem-STM (test)bio medicalgraph16Jul 7, 2026
Text-to-Image GenerationPick-a-Picimage generation editing16Jul 7, 2026
Semantic SegmentationADE20Kcomputer vision16Jul 7, 2026
Long-horizon behavior predictionOminiBehavior (Overall)computer visionrobotics embodied ai16Jul 7, 2026
Long-horizon behavior predictionOminiBehavior E-commerce scenariocomputer visionrobotics embodied ai16Jul 7, 2026
Long-horizon behavior predictionOminiBehavior Adscomputer visionrobotics embodied ai16Jul 7, 2026
Long-horizon behavior predictionOminiBehavior (Live scenario)computer visionrobotics embodied ai16Jul 7, 2026
Long-horizon behavior predictionOminiBehavior Videocomputer visionrobotics embodied ai16Jul 7, 2026
Closed-loop Autonomous Driving PlanningBench2Drive (test)robotics embodied ai16Jul 7, 2026
Robotic ManipulationDynaGrasp-32robotics embodied ai16Jul 7, 2026