SOTAVerified

Zero Shot Segmentation

Papers

Showing 126134 of 134 papers

TitleStatusHype
AI-Driven Segmentation and Analysis of Microbial Cells0
MRI-CORE: A Foundation Model for Magnetic Resonance Imaging0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision0
Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI0
Open-Vocabulary SAM3D: Towards Training-free Open-Vocabulary 3D Scene Understanding0
Adapting a Segmentation Foundation Model for Medical Image Classification0
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding0
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation0
PanopticRecon: Leverage Open-vocabulary Instance Segmentation for Zero-shot Panoptic Reconstruction0
Show:102550
← PrevPage 6 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