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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 138 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Visual ReasoningGQAmultimodalcomputer vision96Jun 24, 2026
MAP inferenceUAI Inference Competition 2022miscellaneous96Feb 26, 2026
Object Goal NavigationHM3Drobotics embodied aicomputer visionObject Goal Navigation on HM3D performance trend96Jun 17, 2026
Graph ClassificationWiki-CSgraph96Mar 11, 2026
Text-to-Image GenerationQwen-Imageimage generation editingText-to-Image Generation on Qwen-Image performance trend96May 25, 2026
Outlier detectionADNI (test)tabular time series96Feb 26, 2026
Long-context EvaluationLongBenchllm chat instruction96Jul 2, 2026
Information RetrievalPIRE multi-chunkretrieval search rag96Feb 26, 2026
Information RetrievalPIRE single-chunk 1.0 (test)retrieval search rag96Feb 26, 2026
Text-to-Image GenerationGenEvalimage generation editingText-to-Image Generation on GenEval (Compositional Attributes) performance trend96Mar 6, 2026
Black-box AttackVLM Evaluation Set (test)adversarial safety security96Feb 26, 2026
Surface Normal EstimationNYU v23d vision geometrySurface Normal Estimation on NYU v2 performance trend96Jul 8, 2026
CalibrationBEAR (test)tabular time series96Feb 26, 2026
Long-context Memory RetrievalLoCoMollm chat instructionretrieval search rag96Jun 12, 2026
Mathematical Problem SolvingMATH500nlpagents tool use96Jun 23, 2026
Safety EvaluationDoNotAnswer Framedadversarial safety security96Feb 26, 2026
Mathematical ReasoningAIME 2025llm chat instructionnlp96Feb 26, 2026
Object DetectionDroneVehicle (test)computer vision96Jul 7, 2026
LGT DetectionFast-DetectGPT XSum (test)nlp96Feb 26, 2026
LGT DetectionFast-DetectGPT PubMed (test)nlp96Feb 26, 2026
Text-based Visual Question AnsweringTextVQA (VQA^T)multimodalcomputer vision+196Mar 24, 2026
Referring SegmentationrefCOCO (val)computer visionmultimodalReferring Segmentation on refCOCO (val) performance trend96Jul 8, 2026
Multimodal UnderstandingMMBench ChinesemultimodalMultimodal Understanding on MMBench Chinese performance trend96Jun 24, 2026
Base-to-New GeneralizationOxfordPetscomputer visionBase-to-New Generalization on OxfordPets performance trend96Jul 2, 2026
Text-to-Image GenerationPartiPromptsimage generation editing96Jun 23, 2026