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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 1240 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Novel View SynthesisPanoptic Studio CMU (test)3d vision geometry24Feb 26, 2026
General Video UnderstandingLongVideoBenchcomputer vision24Jun 23, 2026
SIRST DetectionSIRST3computer vision24Feb 26, 2026
Object HallucinationCOCO 512-token budget (test)computer visionmultimodal24Feb 26, 2026
Object HallucinationCOCO 64-token budget (test)computer visionmultimodal24Feb 26, 2026
AI-generated image detectionStyleGAN2image generation editingcomputer vision24Mar 4, 2026
AI-generated image detectionStarGANimage generation editingcomputer vision24Mar 4, 2026
Monocular 3D Object DetectionWaymo Open Dataset 79 (val)3d vision geometrycomputer vision24Feb 26, 2026
Infant respiration estimationAIR-400 1.0 (six-fold subject-wise cross-val)bio medicalcomputer vision24Feb 26, 2026
Closed-loop PlanningNAVSIM v2 (test)robotics embodied ai24May 20, 2026
Camera Pose EstimationSintel 14-sequence3d vision geometrycomputer vision24Mar 4, 2026
Object Visual Question Answering (Open Ended)RIO-Bench Obj-VQA (OE) Attackmultimodalcomputer vision+124Feb 26, 2026
Object Visual Question Answering (Open Ended)RIO-Bench Obj-VQA (OE) Cleanmultimodalcomputer vision+124Feb 26, 2026
Hierarchical UnlearningMedForget 1.0 (Retain)nlpadversarial safety security24Feb 26, 2026
Image Classification16 single-label datasets Aggregatecomputer vision24Feb 27, 2026
Novel View SynthesisCustom3d vision geometry24Feb 26, 2026
Image ClassificationTarget Classes Forget Set (test)computer vision24Feb 27, 2026
Window-level anti-pattern detectionTorchTraceAP (Unseen)code developer ai24Feb 26, 2026
Image ClassificationPASCAL VOCcomputer vision24Jun 11, 2026
Image-to-Multi-RGBACrello (test)image generation editingcomputer vision24Feb 26, 2026
Multimodal UnderstandingMMMU-Pro std.multimodal24Apr 29, 2026
3D Computer Vision BenchmarkingCVBench3D3d vision geometrycomputer vision24May 25, 2026
Vehicle Dispatching for Map ReconstructionMobile Crowdsensing Air Quality Simulationrobotics embodied aitabular time series24Feb 26, 2026
Super-ResolutionFlickr360 3 (val)computer vision24Feb 26, 2026
Deepfake DetectionAggregate All Unseen (test)computer visionadversarial safety security24Feb 26, 2026