SOTAVerified

Open Vocabulary Semantic Segmentation

Papers

Showing 110 of 113 papers

TitleStatusHype
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation0
ReME: A Data-Centric Framework for Training-Free Open-Vocabulary SegmentationCode1
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic SegmentationCode1
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic SegmentationCode1
A Survey on Training-free Open-Vocabulary Semantic Segmentation0
OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual ReasoningCode1
DPSeg: Dual-Prompt Cost Volume Learning for Open-Vocabulary Semantic Segmentation0
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic SegmentationCode1
FLOSS: Free Lunch in Open-vocabulary Semantic SegmentationCode1
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1UMG-CLIP-L/14mIoU97.9Unverified
2SILCmIoU97.6Unverified
3SCANmIoU97.2Unverified
4CAT-SegmIoU97Unverified
5MaskCLIP++mIoU96.8Unverified
6MAFT+mIoU96.5Unverified
7EBSeg-LmIoU96.4Unverified
8FC-CLIPmIoU95.4Unverified
9OVSeg Swin-BmIoU94.5Unverified
10MAFT-ViTLmIoU92.1Unverified