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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 1545 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Point Cloud SegmentationS3DIS3d vision geometry20Jun 5, 2026
Joint-position trackingCross-Robot Tracking Simulation v1 (train)robotics embodied aicomputer vision20Jun 5, 2026
Workload ForecastingPaaStabular time series20Jun 5, 2026
Video Question AnsweringVideo-MMEmultimodalcomputer vision20Jun 5, 2026
Semantic Textual SimilaritySTS tasks (test)nlp20Jun 5, 2026
General Multilingual CapabilityAggregate 5 Unseen Languagesnlp20Jun 5, 2026
Knowledge-Based QAGlobal-MMLU Lite 5 Unseen Languagesnlpretrieval search rag20Jun 5, 2026
ReasoningPolyMath 5 Unseen Languagesllm chat instructionnlp20Jun 5, 2026
ReasoningMultilingual ARC-E 5 Unseen Languagesllm chat instructionnlp20Jun 5, 2026
Machine reading comprehensionBELEBELE 5 Unseen Languagesnlp20Jun 5, 2026
General Multilingual CapabilityAggregate 8 Seen Languagesnlp20Jun 5, 2026
Knowledge-Based QAGlobal-MMLU-Lite 8 Seen Languagesnlpretrieval search rag20Jun 5, 2026
ReasoningPolyMath 8 Seen Languagesllm chat instructionnlp20Jun 5, 2026
ReasoningMultilingual ARC-E 8 Seen Languagesllm chat instructionnlp20Jun 5, 2026
Machine reading comprehensionBELEBELE 8 Seen Languagesnlp20Jun 5, 2026
Medical DiagnosisCOVID-19 Radiography Databasebio medicalcomputer vision20Jun 5, 2026
Low-rank matrix approximationSynthetic 100x75 matricesmiscellaneous20Jun 5, 2026
Surgical DebridementMoving tissue phantom with 10 rice seed inclusions 1.25 cm movement, 0.5 Hz (10 trials)bio medicalrobotics embodied ai20Jun 5, 2026
Continuous OptimizationCEC D=30 2014miscellaneous20Jun 5, 2026
Data ImputationMIMIC-IV-ED under MCARtabular time series20Jun 4, 2026
Multi-class classificationBayesian Network variable D3tabular time series20Jun 4, 2026
Multi-class classificationBayesian Network variable D2tabular time series20Jun 4, 2026
CCI CHF predictionMIMIC-IV-EDbio medicaltabular time series20Jun 4, 2026
ICU Transfer 12h predictionMIMIC-IV-EDbio medicaltabular time series20Jun 4, 2026
Critical outcome predictionMIMIC-IV-EDbio medicaltabular time series20Jun 4, 2026