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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 166 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Tabular Regression52 Tabular Datasets (test)tabular time series85Feb 26, 2026
Financial Question AnsweringFiQAnlpretrieval search rag85Feb 27, 2026
Node ClassificationComputersgraph85Mar 5, 2026
Knowledge Graph Question AnsweringWebQSP (test)graphnlp85Jun 29, 2026
Commonsense ReasoningWinoGrande 5-shotnlp85May 25, 2026
Temporal Question AnsweringLoCoMonlpretrieval search rag85Jun 16, 2026
Science Question AnsweringGPQAnlpbio medical85Feb 26, 2026
Question AnsweringMuSiQue (test)nlp85Jun 30, 2026
Instruction FollowingFollowBenchllm chat instruction85May 29, 2026
Few-Shot Class-Incremental LearningCUB-200computer visiontabular time series85Mar 17, 2026
Object DetectionLLVIP (test)computer vision85Jul 1, 2026
Document Visual Question AnsweringInfoVQAmultimodalcomputer vision+1Document Visual Question Answering on InfoVQA performance trend85May 29, 2026
Change DetectionLEVIRcomputer vision85May 18, 2026
Relation ExtractionCoNLL 04nlp85Jun 30, 2026
Semantic SegmentationPASCAL VOC Augmented 2012computer vision85Feb 26, 2026
Audio-Visual Question AnsweringAVQAmultimodalspeech audio+1Audio-Visual Question Answering on AVQA performance trend85Jun 2, 2026
Text-to-Audio RetrievalClotho (test)multimodalnlp+1Text-to-Audio Retrieval on Clotho (test) performance trend85Jul 1, 2026
OOD detectionCIFAR-10computer visiontabular time series85Apr 15, 2026
3D Instance SegmentationScanNet200 (val)3d vision geometrycomputer vision3D Instance Segmentation on ScanNet200 (val) performance trend85Jun 9, 2026
Semantic SegmentationCityscapes to ACDC (test)computer vision85May 19, 2026
Video Anomaly DetectionAvenue (test)computer vision85May 26, 2026
Semantic SegmentationCityScapes, BDD, and Mapillary (val)computer visionSemantic Segmentation on CityScapes, BDD, and Mapillary (val) performance trend85Feb 26, 2026
Long-term forecastingElectricity (test)tabular time series85Apr 30, 2026
Text-to-Video GenerationMSR-VTT (test)video generation editing85Feb 26, 2026
Object DetectionVisDrone 2019 (val)computer vision85Jun 24, 2026