SOTAVerified

Single-object discovery

Papers

Showing 1–10 of 10 papers

TitleStatusHype
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized CutCode2
MOVE: Unsupervised Movable Object Segmentation and DetectionCode1
Localizing Objects with Self-Supervised Transformers and no LabelsCode1
Large-Scale Unsupervised Object DiscoveryCode1
Emerging Properties in Self-Supervised Vision TransformersCode1
Toward unsupervised, multi-object discovery in large-scale image collectionsCode1
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
K-means for unsupervised instance segmentation using a self-supervised transformer—0
Unsupervised Image Matching and Object Discovery as OptimizationCode0
Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming—0
Show:102550

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IMSTCorLoc72.2—Unverified
2MOVE + CADCorLoc71.9—Unverified
3MOVECorLoc66.6—Unverified
4TokenCut + CADCorLoc62.6—Unverified
5TokenCutCorLoc58.8—Unverified
6LOST + CADCorLoc57.5—Unverified
7rOSD + CADCorLoc53—Unverified
8LOSTCorLoc50.7—Unverified
9rOSDCorLoc48.5—Unverified
10DDT+CorLoc38.2—Unverified
#ModelMetricClaimedVerifiedStatus
1Large-scale rOSDCorLoc49.4—Unverified
2rOSDCorLoc49.3—Unverified
3OSDCorLoc39.8—Unverified
#ModelMetricClaimedVerifiedStatus
1rOSDCorLoc89.2—Unverified
2OSDCorLoc83—Unverified
#ModelMetricClaimedVerifiedStatus
1Large-scale rOSDCorLoc51.9—Unverified
2rOSDCorLoc51.2—Unverified
#ModelMetricClaimedVerifiedStatus
1rOSDCorLoc72.5—Unverified
2OSDCorLoc60.2—Unverified