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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 1122 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Human Preference PredictionHPD v2llm chat instruction25May 26, 2026
Graph Backdoor AttackGossipcopgraphadversarial safety security25Mar 10, 2026
Medical Visual Question AnsweringSLAKEmultimodalbio medical25May 22, 2026
Logic ReasoningK&K Logic Puzzles OODnlp25Mar 10, 2026
Logic ReasoningK&K Logic Puzzles In-domainnlp25Mar 10, 2026
Machine UnlearningCIFAR-10 class forgetting (test)adversarial safety security25Mar 10, 2026
Machine UnlearningCIFAR-10 random sampling (test)adversarial safety security25Mar 10, 2026
Multi-modal BenchmarkingSEED-Benchmultimodal25Mar 10, 2026
RetrievalStanfordCarsretrieval search rag25May 19, 2026
Chart Question AnsweringChartQAPROcomputer visionnlp25Apr 13, 2026
Class-Incremental LearningTinyImageNet Seqcomputer visiontabular time series25Apr 23, 2026
DehazingRESIDE (HSTS)computer vision25May 26, 2026
Image ReconstructionImageNet 256x256 2012 (test val)computer vision25Mar 9, 2026
3D Referring Expression SegmentationScanRefer3d vision geometrycomputer vision25Apr 21, 2026
Time Series Anomaly DetectionUCRtabular time series25Apr 21, 2026
Multi-hop Question AnsweringMoreHopQAnlpretrieval search rag25Apr 1, 2026
Video Temporal GroundingActivityNetcomputer visionnlp25May 13, 2026
Machine Translationlexical choice benchmarknlp25Mar 9, 2026
Contextual Machine Translationanaphora benchmarknlp25Mar 9, 2026
Operator Learning1D Kuramoto-Sivashinsky ν = 0.075 (test)tabular time series25Mar 9, 2026
Image ClassificationFlowers-102computer vision25May 20, 2026
Link PredictionCDsgraph25Jun 11, 2026
Infrared Small Target DetectionIRDST-Hcomputer vision25Jun 16, 2026
3D Question AnsweringMSQA3d vision geometrynlp25Apr 13, 2026
Ad detectionAd detection New LLMs 1.0bio medicalnlp25Mar 6, 2026