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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 669 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Conformal PredictionVentricularVolume (OUT)tabular time series35Jul 7, 2026
Salient Object DetectionORSI-4199 2022 (test)computer vision35Jul 7, 2026
Lexical RetrievalHotpotQAretrieval search rag35Jul 3, 2026
Lexical RetrievalMS MARCOretrieval search rag35Jul 3, 2026
Lexical RetrievalNatural Questionsretrieval search rag35Jul 3, 2026
Generalization EvaluationAM-Thinking Distilled-math&code v1 (Unseen)llm chat instruction35Jul 2, 2026
Language Model EvaluationTulu-3 (dev)llm chat instructionnlp35Jul 2, 2026
Robust Pose Graph Optimization2D SLAM datasets (Intel, Csail, FR079, FRH) (outlier ratio sets)3d vision geometryrobotics embodied ai35Jun 30, 2026
Provenance TracingInfinityadversarial safety security35Jun 30, 2026
Provenance TracingVARadversarial safety security35Jun 30, 2026
Provenance TracingTamingadversarial safety security35Jun 30, 2026
Provenance TracingLlamaGenadversarial safety security35Jun 30, 2026
Image ClassificationMURA Fracturecomputer vision35Jun 30, 2026
QDA classificationNeural datatabular time series35Jun 29, 2026
KNN classificationZand-Kohntabular time series35Jun 29, 2026
Multiframe Infrared Small Target DetectionNUDT-MIRSDT Hard subsetcomputer vision35Jun 29, 2026
Multiframe Infrared Small Target DetectionNUDT-MIRSDT (All)computer vision35Jun 29, 2026
Semantic Uncertainty Stability PredictionBBEHnlp35Jun 29, 2026
CausalityBBEHmiscellaneous35Jun 29, 2026
Minimality EvaluationBBEH (test)llm chat instruction35Jun 29, 2026
Same-task discrimination accuracyBBEHllm chat instruction35Jun 29, 2026
Text-to-Image GenerationFLUX.1 DrawBench dev 1.0 (test)image generation editing35Jun 26, 2026
Commonsense ReasoningCommonsense Reasoning Suite (PIQA, ARC-e, ARC-c, HellaSwag, WinoGrande)nlp35Jun 30, 2026
AUC of the ET inspectorUS Income CA14tabular time series35Jun 26, 2026
Object DetectionCARPK (test)computer vision35Jun 25, 2026