SOTAVerified

Zero Shot Segmentation

Papers

Showing 111–120 of 134 papers

TitleStatusHype
SOS-Match: Segmentation for Open-Set Robust Correspondence Search and Robot Localization in Unstructured Environments—0
Exploring Open-Vocabulary Semantic Segmentation without Human Labels—0
Eye on the Target: Eye Tracking Meets Rodent Tracking—0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
Foundation Models for Zero-Shot Segmentation of Scientific Images without AI-Ready Data—0
Zero-Shot Anomaly Detection with Pre-trained Segmentation Models—0
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments—0
Gaga: Group Any Gaussians via 3D-aware Memory Bank—0
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data—0
Enforcing View-Consistency in Class-Agnostic 3D Segmentation Fields—0
Show:102550
← PrevPage 12 of 14Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Grounded HQ-SAMMean AP49.6—Unverified
2Grounded-SAMMean AP46—Unverified
3UNINEXTMean AP42.1—Unverified
4HIPIEMean AP41.6—Unverified
5SANMean AP41.4—Unverified
6odiseMean AP38.7—Unverified
7OpenSEEDMean AP36.1—Unverified
8OpenSDMean AP35.8—Unverified
9SGinW_Team (X-Decoder-L)Mean AP32.2—Unverified
10SGinW_Team (X-Decoder-B)Mean AP27.7—Unverified
#ModelMetricClaimedVerifiedStatus
1COSMOS ViT-B/16mIoU17.7—Unverified
2GEM (MetaCLIP)mIoU17.1—Unverified
3GEM (CLIP)mIoU15.7—Unverified
4CLIPSurgerymIoU12.9—Unverified
5MaskCLIPmIoU10.2—Unverified