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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 1437 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RegressionUJIIndoorLoctabular time series21May 27, 2026
RegressionSlice localizationtabular time series21May 27, 2026
Math TutoringOpenLearnLM OODllm chat instruction21May 27, 2026
Math TutoringBigMath In-Domainllm chat instruction21May 27, 2026
Exposure CorrectionMSEC Average 1 (test)computer vision21May 27, 2026
Binary disease diagnosisRSNA OODbio medicalcomputer vision21May 27, 2026
Binary disease diagnosisNIH-Google OODbio medicalcomputer vision21May 27, 2026
Binary disease diagnosisVinDr-CXR OODbio medicalcomputer vision21May 27, 2026
Binary disease diagnosisChestX-ray14 OODbio medicalcomputer vision21May 27, 2026
Binary disease diagnosisMIMIC-CXRbio medicalcomputer vision21May 27, 2026
Binary disease diagnosisCheXpert (test)bio medicalcomputer vision21May 27, 2026
Embodied NavigationEB-Navigationrobotics embodied ai21Jul 2, 2026
Concept RestorationI2P Successful Generationsimage generation editing21May 27, 2026
Concept RestorationI2P (All Prompts)image generation editing21May 27, 2026
Adversarial AttackI2Padversarial safety securitycomputer vision21May 27, 2026
Document Visual Question AnsweringDocVQAmultimodalcomputer vision+121Jun 19, 2026
Complex Query Answering (k=2 free variables)FB15k-237graph21May 26, 2026
Event-to-Video ReconstructionEvent-to-Video Datasets (test)video generation editingcomputer vision21May 26, 2026
General UtilityMMMUmiscellaneous21May 26, 2026
General UtilityRealWorldQAmiscellaneous21May 26, 2026
Visual HallucinationCHAIRcomputer visionmultimodal21May 26, 2026
General performance assessmentOverall Combined Benchmarksllm chat instruction21May 26, 2026
Factual knowledgeInclude Litenlp21May 26, 2026
Factual knowledgeGlobal-MMLU-Litenlp21May 26, 2026
Math reasoningmGSM v2llm chat instructionnlp21May 26, 2026