SOTAVerified

Personalized Segmentation

Given a one-shot image with a reference mask, the models are required to segment the indicated target object in any other images.

Papers

Showing 17 of 7 papers

TitleStatusHype
SegGPT: Segmenting Everything In ContextCode4
Images Speak in Images: A Generalist Painter for In-Context Visual LearningCode4
Personalize Segment Anything Model with One ShotCode3
Visual Prompting via Image InpaintingCode2
Part-aware Personalized Segment Anything Model for Patient-Specific SegmentationCode1
Where's Waldo: Diffusion Features for Personalized Segmentation and RetrievalCode1
Conditional Conformal Risk Adaptation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1P^2SAMmIoU95.66Unverified
2PerSAM-FmIoU95.33Unverified
3PerSAMmIoU89.32Unverified
4SEEMmIoU80.5Unverified
5Visual PromptingmIoU65.88Unverified
6PaintermIoU56.35Unverified