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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 162 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationVDDcomputer vision87May 13, 2026
Arithmetic ReasoningSVAMPnlpllm chat instruction87May 27, 2026
MathematicsGSM8Knlp87May 26, 2026
Commonsense ReasoningWinoGrande (val)nlp87Feb 26, 2026
LiDAR Semantic SegmentationSemanticKITTI (val)computer vision3d vision geometry87Apr 10, 2026
All-in-one Image RestorationSOTS + Rain100L + BSD68 Combined (test)computer visionAll-in-one Image Restoration on SOTS + Rain100L + BSD68 Combined (test) performance trend87May 19, 2026
Image ClassificationEuroSAT Base-to-Newcomputer vision87May 18, 2026
Semantic SegmentationCityscapes 1/16 (186 labeled samples)computer visionSemantic Segmentation on Cityscapes 1/16 (186 labeled samples) performance trend87Jul 7, 2026
Novel View SynthesisDTU 6-view3d vision geometryNovel View Synthesis on DTU 6-view performance trend87Jun 30, 2026
Mathematical ReasoningMAWPS (test)llm chat instructionnlp87Feb 27, 2026
Link Predictionogbl-wikikg2 (val)graph87Feb 26, 2026
Multi-label recognitionMS-COCOcomputer vision87Jun 11, 2026
Anomaly DetectionMNISTtabular time series87Feb 26, 2026
Image ClassificationImageNet100 (test)computer visionImage Classification on ImageNet100 (test) performance trend87Apr 7, 2026
Graph property predictionBBBPgraph87Feb 26, 2026
Image ClassificationCIFAR-10 original (test)computer vision87Mar 24, 2026
Logical ReasoningReClor (test)nlp87Feb 26, 2026
Image ClassificationGTSRBcomputer vision87Feb 26, 2026
Image ClassificationDigits-DG leave-one-domain-outcomputer visionImage Classification on Digits-DG (leave-one-domain-out) performance trend87Mar 12, 2026
Image RetrievalCUBretrieval search ragcomputer visionImage Retrieval on CUB performance trend87Feb 26, 2026
Few-Shot ClassificationMini-Imagenet 5-way 5-shotcomputer visionnlp+1Few-Shot Classification on Mini-Imagenet 5-way 5-shot performance trend87Feb 26, 2026
Anomaly DetectionCIFAR-10 32x32x3tabular time series87Feb 26, 2026
CTR PredictionMovieLenstabular time seriesCTR Prediction on MovieLens performance trend87Jun 4, 2026
Super-resolutionSet5 3 (test)computer vision87Feb 26, 2026
Scene Text RecognitionCUTE80 (test)computer visionScene Text Recognition on CUTE80 (test) performance trend87Feb 26, 2026