SOTAVerified

Zero Shot Segmentation

Papers

Showing 2130 of 134 papers

TitleStatusHype
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion ModelsCode2
Side Adapter Network for Open-Vocabulary Semantic SegmentationCode2
Language-driven Semantic SegmentationCode2
Compress Any Segment Anything Model (SAM)Code1
Zero-Shot Tree Detection and Segmentation from Aerial Forest ImageryCode1
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-trainingCode1
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical ImagesCode1
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture SynthesisCode1
Frenet-Serret Frame-based Decomposition for Part Segmentation of 3D Curvilinear StructuresCode1
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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