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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 785 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multimodal Retrieval-Augmented GenerationMRAMGretrieval search ragmultimodal32Feb 26, 2026
Interactive Agent TaskTRIP-Bench (Hard LIT)agents tool userobotics embodied ai32Feb 26, 2026
Mathematical ReasoningMathematical Reasoning Benchmarks (GSM8K, MATH, AMC23, Olympiad, Minerva) (test)llm chat instructionnlp32Feb 26, 2026
Output Length PredictionForeLen RLllm chat instructionnlp32Feb 26, 2026
Output Length PredictionForeLen Reasoningllm chat instructionnlp32Feb 26, 2026
RTL generationVerilogEval 156 cases (test)code developer ai32Feb 26, 2026
Novel View SynthesisRealEstate-10K 2-view3d vision geometry32Mar 23, 2026
Uncertainty EstimationNQ-opennlp32Apr 21, 2026
Goal-oriented DialogueTaxillm chat instructionnlp32Apr 15, 2026
Respiratory sound classificationICBHI 2017 (official)bio medicalspeech audio32Feb 26, 2026
Lifelong robotic skill learningMimicGen Lifelong tasksrobotics embodied ai32Feb 26, 2026
ReasoningReasoning Tasks Averagellm chat instructionnlp32Feb 26, 2026
Question AnsweringOverall NQ, TriviaQA, BioASQ, PopQAnlp32Feb 26, 2026
Red-teaming Safety EvaluationHarmbenchadversarial safety security32Feb 26, 2026
Semi-supervised Video Object SegmentationEntitySeg (ES), PartImageNet-Universe (PU), LVIS (LV), and SA-V (SV) SAM2 VOS Evaluation Suite (test)computer vision32Feb 26, 2026
Biomedical Evidence SynthesisCOCHRANEFOREST (test)bio medicalnlp32Feb 26, 2026
SafetyBeavertailsadversarial safety security32Feb 26, 2026
Fact-CheckingCOVID-Factnlp32May 12, 2026
Text ClassificationLRA Text (test)nlp32Feb 26, 2026
Machine-Generated Text DetectionM4nlp32Feb 26, 2026
Image RetrievalSOPretrieval search ragcomputer vision32Feb 26, 2026
GUI NavigationMultimodal-Mind2Web Cross-Domainagents tool userobotics embodied ai32Apr 23, 2026
GUI NavigationMultimodal-Mind2Web Cross-Taskagents tool userobotics embodied ai32Apr 23, 2026
UAV TrackingUAVDTcomputer vision32Mar 31, 2026
UAV TrackingDTB70computer vision32Mar 31, 2026