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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 77 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Model ReductionKdV Shift (test)miscellaneous140Feb 26, 2026
Node ClassificationInstagramgraph140Jun 11, 2026
Lifelong Free-text Knowledge EditingMRLF-Benchnlp140Feb 26, 2026
Automatic Speech RecognitionLibriSpeech (other)speech audioAutomatic Speech Recognition on LibriSpeech (other) performance trend140Jun 18, 2026
Color Image DenoisingCBSD68computer vision140Mar 30, 2026
Few-Shot Class-Incremental LearningCIFAR100 (test)computer visiontabular time series140May 12, 2026
Table Question AnsweringWikiTQ (test)nlpretrieval search ragTable Question Answering on WikiTQ (test) performance trend140May 19, 2026
Image ClassificationFGVCcomputer vision140Jul 7, 2026
Named Entity RecognitionCoNLL 03nlp140Jun 18, 2026
Visible-Thermal Person Re-identificationRegDB Visible to Thermalcomputer visionVisible-Thermal Person Re-identification on RegDB Visible to Thermal performance trend140Feb 26, 2026
Domain AdaptationOffice-Homecomputer visionnlp+1Domain Adaptation on Office-Home performance trend140Apr 21, 2026
Nested Named Entity RecognitionGENIA (test)nlpNested Named Entity Recognition on GENIA (test) performance trend140Feb 26, 2026
3D Human Pose EstimationHuman3.6M Protocol #2 (test)3d vision geometrycomputer vision3D Human Pose Estimation on Human3.6M Protocol #2 (test) performance trend140Feb 26, 2026
Super-ResolutionSet5 x2computer visionSuper-Resolution on Set5 x2 performance trend140May 19, 2026
Offline Reinforcement LearningD4RL walker2d-medium-expertrobotics embodied aiOffline Reinforcement Learning on D4RL walker2d-medium-expert performance trend140Jun 4, 2026
Neural Architecture SearchNAS-Bench-201 ImageNet-16-120 (test)miscellaneous140May 19, 2026
Image ClassificationStanford Dogs (test)computer visionImage Classification on Stanford Dogs (test) performance trend140May 4, 2026
Visual Object TrackingLaSoTextcomputer visionVisual Object Tracking on LaSoText performance trend140May 11, 2026
Long-horizon robot manipulationCalvin ABCD→Drobotics embodied aiLong-horizon robot manipulation on Calvin ABCD→D performance trend140Jun 23, 2026
General Video UnderstandingVideo-MMEcomputer visionGeneral Video Understanding on Video-MME (Accuracy) performance trend139Jul 7, 2026
Node ClassificationGrocerygraphNode Classification on Grocery performance trend139Jul 1, 2026
Multimodal EvaluationMMEmultimodal139Jun 23, 2026
Image ClassificationCIFAR-100computer vision139Jun 29, 2026
Video Depth EstimationBonn3d vision geometrycomputer vision139Jun 26, 2026
Robotic ManipulationCALVIN ABCD->Drobotics embodied ai139Jun 5, 2026