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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 1207 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video Question AnsweringMovieChatmultimodalcomputer vision24May 12, 2026
Video CaptioningVideo Detail Description (VDD)multimodal24Apr 8, 2026
Video CaptioningVideo Detail Caption (VDC)multimodal24Apr 8, 2026
JailbreakingEHRAgent ALLadversarial safety securityllm chat instruction24Apr 8, 2026
Video Question AnsweringVideoAgent Aggregate: EgoSchema and NExT-QAmultimodalcomputer vision24Apr 8, 2026
Text SummarizationText Summarizationnlp24Apr 8, 2026
Code RetrievalMTEB Code Retrieval Average (val)code developer airetrieval search rag24Apr 8, 2026
Code RetrievalFreshStack (val)code developer airetrieval search rag24Apr 8, 2026
Code RetrievalDS10K (val)code developer airetrieval search rag24Apr 8, 2026
Code RetrievalMBPP (val)code developer airetrieval search rag24Apr 8, 2026
Code RetrievalHumanEval (val)code developer airetrieval search rag24Apr 8, 2026
Global RelocalizationIndustrial-like Environment3d vision geometryrobotics embodied ai24Apr 8, 2026
Deep research agents / Multi-step reasoningBrowseComp-Plus OODagents tool usellm chat instruction24Apr 8, 2026
Multi-hop information-seekingInfoSeek-Eval IDretrieval search ragllm chat instruction24Apr 8, 2026
Language ModelingPubMedQA MdQnlp24Apr 7, 2026
Long-term ForecastingExchange 10% few-shottabular time series24Apr 7, 2026
Average Treatment Effect EstimationIHDPtabular time series24Jun 4, 2026
Single-transfer cross-chain tracingThor25HF Miniretrieval search rag24Apr 7, 2026
Multi-hop Question AnsweringMuSiQuenlpretrieval search rag24Apr 8, 2026
Camera TrackingDL3DV3d vision geometrycomputer vision24Apr 7, 2026
GeolocationGeoBrowse Level 2 BrowseComp-stylecomputer vision24Apr 7, 2026
GeolocationGeoBrowse Level 1 Visual Cuescomputer vision24Apr 7, 2026
Monocular dynamic-scene reconstructionHOSNeRF (test)3d vision geometrycomputer vision24Jun 30, 2026
Multi-hop RetrievalMultiHop-RAG (test)retrieval search ragnlp24Apr 7, 2026
Bivariate Causal DiscoverySIM-lntabular time series24Apr 8, 2026