SOTAVerified

Zero Shot Segmentation

Papers

Showing 111120 of 134 papers

TitleStatusHype
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning0
3D Compositional Zero-shot Learning with DeCompositional Consensus0
Image-to-Lidar Relational Distillation for Autonomous Driving Data0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation0
Interpreting the Second-Order Effects of Neurons in CLIP0
kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies0
Consistent Structural Relation Learning for Zero-Shot Segmentation0
Zero-Shot Pupil Segmentation with SAM 2: A Case Study of Over 14 Million Images0
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging0
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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