SOTAVerified

Zero Shot Segmentation

Papers

Showing 110 of 134 papers

TitleStatusHype
Compress Any Segment Anything Model (SAM)Code1
Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data0
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging0
Textile Analysis for Recycling Automation using Transfer Learning and Zero-Shot Foundation Models0
Zero-Shot Tree Detection and Segmentation from Aerial Forest ImageryCode1
Removing Watermarks with Partial Regeneration using Semantic InformationCode0
Adapting a Segmentation Foundation Model for Medical Image Classification0
AI-Driven Segmentation and Analysis of Microbial Cells0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1COSMOS ViT-B/16mIoU17.7Unverified
2GEM (MetaCLIP)mIoU17.1Unverified
3GEM (CLIP)mIoU15.7Unverified
4CLIPSurgerymIoU12.9Unverified
5MaskCLIPmIoU10.2Unverified