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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 104 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video ClassificationSomething-something v1 (test)computer visionVideo Classification on Something-something v1 (test) performance trend115Feb 26, 2026
Optical FlowKITTI 2012 (train)computer visionOptical Flow on KITTI 2012 (train) performance trend115Apr 14, 2026
Text SummarizationDUC 2004 (test)nlp115Feb 26, 2026
Image RetrievalHolidaysretrieval search ragcomputer visionImage Retrieval on Holidays performance trend115Feb 26, 2026
Graph ClassificationCOLLAB (test)graph115May 8, 2026
Face Anti-SpoofingOULU-NPU ICM → Ocomputer visionFace Anti-Spoofing on OULU-NPU ICM → O performance trend115Feb 26, 2026
Zero-shot ReasoningPIQAllm chat instructionnlp115Jun 4, 2026
Point Cloud DenoisingPUNet Gaussian Noise (test)3d vision geometry114May 27, 2026
Time Series ForecastingExchangetabular time series114Jun 19, 2026
Mathematical Problem SolvingMATHnlpagents tool use114Jun 18, 2026
Language ModelingLAMBADAnlp114Jun 29, 2026
Anomaly DetectionSMAPtabular time series114Jun 2, 2026
LLM Prefill ThroughputLLM Prefill Workloadllm chat instruction114May 12, 2026
Graph ClassificationPubMedgraph114May 26, 2026
Object Hallucination EvaluationPOPE MSCOCOmultimodalcomputer vision114Jun 30, 2026
Capacitated Vehicle Routing ProblemCVRPLib Set Xmiscellaneous114May 20, 2026
Multimodal Mathematical ReasoningMathVista mini (test)multimodalnlp+1114Jun 30, 2026
Question AnsweringSimpleQAnlpQuestion Answering on SimpleQA performance trend114May 11, 2026
Long-term Time Series ForecastingElectricitytabular time seriesLong-term Time Series Forecasting on Electricity performance trend114May 14, 2026
Medical Image SegmentationISICbio medicalcomputer vision114Jul 7, 2026
Jailbreak DefenseWild Jailbreakadversarial safety security114Apr 14, 2026
Instruction FollowingDollyEvalllm chat instruction114Mar 5, 2026
Base-to-New GeneralizationDTDcomputer vision114Jul 2, 2026
Video Question AnsweringNExT-QA Multi-choicemultimodalcomputer visionVideo Question Answering on NExT-QA Multi-choice performance trend114Mar 20, 2026
Image Captioning EvaluationFlickr8k Expertcomputer visionmultimodalImage Captioning Evaluation on Flickr8k Expert performance trend114Jun 30, 2026