SOTAVerified

Single-object discovery

Papers

Showing 110 of 10 papers

TitleStatusHype
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
Toward unsupervised, multi-object discovery in large-scale image collectionsCode1
Large-Scale Unsupervised Object DiscoveryCode1
Localizing Objects with Self-Supervised Transformers and no LabelsCode1
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
Emerging Properties in Self-Supervised Vision TransformersCode1
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Unsupervised Image Matching and Object Discovery as OptimizationCode0
Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming0
K-means for unsupervised instance segmentation using a self-supervised transformer0
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IMSTCorLoc72.2Unverified
2MOVE + CADCorLoc71.9Unverified
3MOVECorLoc66.6Unverified
4TokenCut + CADCorLoc62.6Unverified
5TokenCutCorLoc58.8Unverified
6LOST + CADCorLoc57.5Unverified
7rOSD + CADCorLoc53Unverified
8LOSTCorLoc50.7Unverified
9rOSDCorLoc48.5Unverified
10DDT+CorLoc38.2Unverified
#ModelMetricClaimedVerifiedStatus
1Large-scale rOSDCorLoc49.4Unverified
2rOSDCorLoc49.3Unverified
3OSDCorLoc39.8Unverified
#ModelMetricClaimedVerifiedStatus
1rOSDCorLoc89.2Unverified
2OSDCorLoc83Unverified
#ModelMetricClaimedVerifiedStatus
1Large-scale rOSDCorLoc51.9Unverified
2rOSDCorLoc51.2Unverified
#ModelMetricClaimedVerifiedStatus
1rOSDCorLoc72.5Unverified
2OSDCorLoc60.2Unverified