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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 904 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Classificationbalance-scalecomputer visionnlp+329May 12, 2026
Visual Question AnsweringBLINK (val)multimodalcomputer vision+129Mar 31, 2026
ReasoningARC Challengellm chat instructionnlp29May 13, 2026
Oriented Object DetectionDOTA single-scale 1.0computer vision29Mar 11, 2026
Social ReasoningSimpleToMllm chat instructionnlp29Mar 11, 2026
Table Question AnsweringWikiTQnlpretrieval search rag29Mar 11, 2026
Long-context language modeling evaluationRULERllm chat instruction29May 29, 2026
DeshadowingSRDcomputer vision29Apr 6, 2026
Image StylingRegular Datasetimage generation editing29Mar 10, 2026
Spreadsheet UnderstandingFRTR-Benchnlptabular time series29Mar 9, 2026
Temporal Action SegmentationMCFS-130computer vision29Mar 26, 2026
Expert knowledge QAGPQAnlp29May 7, 2026
Multimodal EvaluationSEED-Bench 2 Plusmultimodal29Mar 9, 2026
Object Hallucination EvaluationPOPE GQA (test)multimodalcomputer vision29Apr 1, 2026
5-way classificationPlantae (test)computer vision29Mar 6, 2026
5-way classificationPlaces (test)computer vision29Mar 6, 2026
5-way classificationCars (test)computer vision29Mar 6, 2026
5-way classificationCUB (test)computer vision29Mar 6, 2026
Retrieval-Augmented Question AnsweringRAGQA Leaderboard (test)retrieval search ragnlp29Mar 6, 2026
Time-series predictionETTtabular time series29May 8, 2026
Image Aesthetic AssessmentAADBcomputer vision29Jun 5, 2026
Video depth estimationScanNet3d vision geometrycomputer vision29Mar 13, 2026
Structured Image EditingStructEditBenchimage generation editingcomputer vision29Mar 5, 2026
LLM Agent Evaluationtau-bench Airlineagents tool usellm chat instruction29May 27, 2026
Offline Reinforcement LearningD4RL Maze2D Mediumrobotics embodied ai29Jun 15, 2026