SOTAVerified

Zero Shot Segmentation

Papers

Showing 2130 of 134 papers

TitleStatusHype
Side Adapter Network for Open-Vocabulary Semantic SegmentationCode2
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
3DGS-CD: 3D Gaussian Splatting-based Change Detection for Physical Object RearrangementCode2
TV-SAM: Increasing Zero-Shot Segmentation Performance on Multimodal Medical Images Using GPT-4 Generated Descriptive Prompts Without Human AnnotationCode1
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical ImagesCode1
Learning Mask-aware CLIP Representations for Zero-Shot SegmentationCode1
Grounding Everything: Emerging Localization Properties in Vision-Language TransformersCode1
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
Extract Free Dense Labels from CLIPCode1
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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