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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 436 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text-to-SQLSpider Lite 2.0nlpcode developer ai46Jun 11, 2026
RLHF AlignmentUltraFeedback In-domain v1 (test)llm chat instructionadversarial safety security46Feb 26, 2026
Cancer Subtypingcohort of lung cancer H1 (internal)bio medical46Feb 26, 2026
Visual Question AnsweringSlideVQAmultimodalcomputer vision+146Apr 13, 2026
Trajectory manifold predictionKdV trajectory manifold eq 4.10 1.0 (test)miscellaneous46Feb 26, 2026
Hallucination DetectionBRACE Hallucination 1.0 (test)llm chat instructionnlp46Mar 23, 2026
Audio ModelingAverage Bach Counting Blues v1 (test)speech audio46Feb 26, 2026
Audio ModelingBach 7s v1 (test)speech audio46Feb 26, 2026
Node classificationDBLPgraph46Jun 30, 2026
Instruction followingMM-IFEvalllm chat instructionInstruction Following on MM-IFEval performance trend46May 29, 2026
Question AnsweringNQ-Open (val)nlp46Apr 21, 2026
Question AnsweringMMLUnlp46Mar 10, 2026
Object Hallucination DetectionMSCOCOcomputer visionmultimodal46May 13, 2026
Time Series ForecastingM1 Monthlytabular time series46Apr 8, 2026
Tabular Anomaly DetectionArrhythmiatabular time series46May 12, 2026
Mathematical ReasoningMinerva (test)llm chat instructionnlp46May 22, 2026
Sequential Knowledge EditingZsREnlp46May 27, 2026
Coreference ResolutionOntoNotesnlp46May 8, 2026
Multimodal RecommendationBabymultimodalnlp46Mar 25, 2026
Multimodal Mathematical ReasoningLogicVistamultimodalnlp+146May 20, 2026
Novel View SynthesisDL3DV 6view3d vision geometry46Jul 7, 2026
Image reconstructionMNISTcomputer vision46Jun 30, 2026
RGB-E TrackingVisEventcomputer vision46May 6, 2026
Whole Tumor SegmentationBraTS 18bio medicalcomputer vision46May 15, 2026
ClassificationCIFAR-100 10% labeled datacomputer visionnlp+346Feb 27, 2026