SOTAVerified

Zero Shot Segmentation

Papers

Showing 5160 of 134 papers

TitleStatusHype
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive LearningCode1
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text PairsCode1
Image Segmentation Using Text and Image PromptsCode1
Extract Free Dense Labels from CLIPCode1
The Emergence of Objectness: Learning Zero-Shot Segmentation from VideosCode1
Context-aware Feature Generation for Zero-shot Semantic SegmentationCode1
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Grounded HQ-SAMMean AP49.6Unverified
2Grounded-SAMMean AP46Unverified
3UNINEXTMean AP42.1Unverified
4HIPIEMean AP41.6Unverified
5SANMean AP41.4Unverified
6odiseMean AP38.7Unverified
7OpenSEEDMean AP36.1Unverified
8OpenSDMean AP35.8Unverified
9SGinW_Team (X-Decoder-L)Mean AP32.2Unverified
10SGinW_Team (X-Decoder-B)Mean AP27.7Unverified
#ModelMetricClaimedVerifiedStatus
1COSMOS ViT-B/16mIoU17.7Unverified
2GEM (MetaCLIP)mIoU17.1Unverified
3GEM (CLIP)mIoU15.7Unverified
4CLIPSurgerymIoU12.9Unverified
5MaskCLIPmIoU10.2Unverified