SOTAVerified

Zero Shot Segmentation

Papers

Showing 76100 of 134 papers

TitleStatusHype
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation0
Holistic Inverse Rendering of Complex Facade via Aerial 3D Scanning0
GeoSAM: Fine-tuning SAM with Multi-Modal Prompts for Mobility Infrastructure SegmentationCode1
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)Code0
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation0
SILC: Improving Vision Language Pretraining with Self-Distillation0
Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types0
Learning Mask-aware CLIP Representations for Zero-Shot SegmentationCode1
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
Zero-Shot Edge Detection with SCESAME: Spectral Clustering-based Ensemble for Segment Anything Model EstimationCode1
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionCode2
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding0
Visual and Textual Prior Guided Mask Assemble for Few-Shot Segmentation and Beyond0
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-ShotCode1
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
Hierarchical Open-vocabulary Universal Image SegmentationCode2
All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning0
Training-free Object Counting with PromptsCode1
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging0
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical ImagesCode1
Zero-shot spatial layout conditioning for text-to-image diffusion models0
Primitive Generation and Semantic-related Alignment for Universal Zero-Shot SegmentationCode1
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models0
TomoSAM: a 3D Slicer extension using SAM for tomography segmentationCode1
Segment Anything Meets Semantic Communication0
Show:102550
← PrevPage 4 of 6Next →

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