SOTAVerified

Zero Shot Segmentation

Papers

Showing 76100 of 134 papers

TitleStatusHype
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images0
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation0
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation0
SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model0
SAM for Poultry Science0
SAM-SP: Self-Prompting Makes SAM Great Again0
SANeRF-HQ: Segment Anything for NeRF in High Quality0
SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model0
Segment Anything Meets Semantic Communication0
Zero-shot spatial layout conditioning for text-to-image diffusion models0
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation0
Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types0
Segment Anything Model (SAM) for Digital Pathology: Assess Zero-shot Segmentation on Whole Slide Imaging0
Segment to Recognize Robustly -- Enhancing Recognition by Image Decomposition0
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning0
Self-supervised Tumor Segmentation through Layer Decomposition0
Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation0
SILC: Improving Vision Language Pretraining with Self-Distillation0
SmartScan: An AI-based Interactive Framework for Automated Region Extraction from Satellite Images0
SOS-Match: Segmentation for Open-Set Robust Correspondence Search and Robot Localization in Unstructured Environments0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels0
Eye on the Target: Eye Tracking Meets Rodent Tracking0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation0
Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data0
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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