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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 393 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
GenerationDROPllm chat instruction49Jun 5, 2026
Text Anomaly DetectionAGNewsnlptabular time series49May 29, 2026
Long-context evaluationRULER 32kllm chat instruction49May 19, 2026
Machine TranslationWMT24++ v1.0 (test)nlp49Feb 26, 2026
SummarizationTL;DR (test)nlp49Feb 26, 2026
Question AnsweringGeneral QA NQ, TriviaQA, PopQA (test)nlp49Feb 26, 2026
ReasoningBBHllm chat instructionnlp49May 27, 2026
Node ClassificationAmazon-ratings heterophilic (test)graph49Apr 13, 2026
Node ClassificationRoman-empire heterophilic (test)graph49Apr 13, 2026
Video GenerationVBench Longvideo generation editing49May 26, 2026
Homography EstimationRGB NIRcomputer vision3d vision geometry49Mar 5, 2026
Novel View SynthesisActorsHQ3d vision geometry49Jun 19, 2026
Time Series ForecastingM5tabular time series49Apr 14, 2026
MathematicsAIME 2024nlp49Mar 4, 2026
Question AnsweringGPQA Diamondnlp49Feb 26, 2026
Open-set ObjectGoal NavigationHM3D-OVON unseen (val)robotics embodied aicomputer vision49Apr 24, 2026
Object-level Anomaly DetectionAnomaly-ShapeNet (test)computer vision49Feb 26, 2026
Image DenoisingFMDDcomputer vision49Jun 23, 2026
Image ClassificationImageNet-1K (val)computer vision49Jul 3, 2026
PlanningnuPlan 14 Random (test)robotics embodied ai49Mar 16, 2026
Optical Character RecognitionOCRBench (test)computer vision49Jun 2, 2026
Open-ended GenerationAlpacaEval 2.0llm chat instruction49Jul 7, 2026
AlignmentMT-Benchllm chat instruction49May 1, 2026
Medical Image SegmentationRSNA Pneumoniabio medicalcomputer vision49Feb 27, 2026
Image ClusteringDTDcomputer vision49Apr 14, 2026