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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 607 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationNYU v2 (Retained set)computer vision37May 20, 2026
Multi-turn embodied reasoningBabyAIrobotics embodied aillm chat instruction37May 26, 2026
Zero-shot SegmentationMS-COCOcomputer vision37May 19, 2026
Single Image Reflection RemovalPostcard 199 (test)computer vision37Jul 1, 2026
Multi-objective OptimizationMKPmiscellaneous37May 18, 2026
Multi-objective OptimizationMMMPmiscellaneous37May 18, 2026
Single-Hop Question AnsweringNQnlpretrieval search rag37May 14, 2026
3D Shape CorrespondenceSCAPE_r (test)3d vision geometry37May 14, 2026
3D Shape CorrespondenceFAUST_r (test)3d vision geometry37May 14, 2026
Text-to-Image GenerationOneIG-EN (test)image generation editing37May 26, 2026
UI Agent InteractionAgentNetBenchagents tool userobotics embodied ai37Jun 15, 2026
Object DetectionFLIR Alignedcomputer vision37Jul 7, 2026
Robot ManipulationRoboTwin 2.0robotics embodied ai37Jul 1, 2026
ReasoningGPQAllm chat instructionnlp37May 20, 2026
Perception and ReasoningRealWorldQAcomputer visionnlp37Jun 16, 2026
Text ClassificationCivil Comments (test)nlp37May 12, 2026
Long-context language understandingLongBenchllm chat instructionnlp37Jun 30, 2026
Text Question AnsweringLongBenchnlpretrieval search rag37May 11, 2026
Text Question AnsweringQaspernlpretrieval search rag37May 11, 2026
Text Question AnsweringRULERnlpretrieval search rag37May 11, 2026
Text Question AnsweringHELMETnlpretrieval search rag37May 11, 2026
Text Question AnsweringMuSiQuenlpretrieval search rag37May 11, 2026
Text Question AnsweringNQnlpretrieval search rag37May 11, 2026
Zero-shot AccuracyZero-shot Evaluation Suite (PIQA, HellaSwag, MMLU, HumanEval, BoolQ, WinoGrande, ARC-E, ARC-C) (test)nlp37May 8, 2026
CodingMBPPcode developer ai37Jun 2, 2026