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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 700 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Age predictionADNIbio medicalcomputer vision+134May 14, 2026
MMSE predictionADNIbio medicaltabular time series34May 14, 2026
Multi-hop Question AnsweringHotpotQA fullwiki (val)nlpretrieval search rag34Jul 8, 2026
Trajectory PredictionHotel ETH-UCYrobotics embodied aitabular time series34Jun 17, 2026
Integer Linear ProgrammingMIPLIBmiscellaneous34May 13, 2026
UI Agent EvaluationOSWorldagents tool userobotics embodied ai34May 13, 2026
Long-horizon web tasksWebTailBench long-horizon tasksagents tool usellm chat instruction34May 13, 2026
Multi-attribute steeringMulti-attribute steering S+T (test)llm chat instruction34May 13, 2026
Answer-position balance evaluationMCQnlp34May 13, 2026
Ensemble Committee SelectionLiveBench (test)miscellaneous34May 12, 2026
Gaussian DeblurringImageNet 256 x 256computer visionimage generation editing34Jun 30, 2026
Health Conditions ClassificationLongitudinal Wearable Sensor Waveformsbio medicaltabular time series34May 12, 2026
Watermark DetectionVoxPopuli-100k Scenario T1adversarial safety security34Jun 16, 2026
Instruction FollowingIFEval Inversellm chat instruction34Jul 2, 2026
Knowledge Graph Question AnsweringWebQSPgraphnlp34May 11, 2026
Structural retrievalSCOPe-40retrieval search rag34May 11, 2026
Math ReasoningMath Reasoning Evaluation Suite (Math-500, AMC23, GSM8k, Minerva, Olympiad)llm chat instructionnlp34Jun 11, 2026
Semantic SegmentationRAW ADE20K Low-light (LOW)computer vision34May 11, 2026
Continual Imitation LearningLIBERO goal 1.0robotics embodied ai34May 8, 2026
Node ClassificationCHAMELEONgraph34May 8, 2026
Safety EvaluationXSTest (combined)adversarial safety security34May 7, 2026
Reward EstimationStandard bus engine replacement simulation without dummy variablesmiscellaneous34May 6, 2026
Saliency Map EvaluationImageNet-S50 (test)computer vision34May 4, 2026
Attribution FaithfulnessOxford-IIIT Petcomputer vision34May 20, 2026
Image ReasoningWeMathcomputer visionmultimodal34May 15, 2026