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
1SILCmIoU25.8Unverified
2UMG-CLIP-E/14mIoU25.2Unverified
3MaskCLIP++mIoU23.9Unverified
4CAT-SegmIoU23.8Unverified
5UMG-CLIP-L/14mIoU23.2Unverified
6Mask-AdaptermIoU22.7Unverified
7SEDmIoU22.6Unverified
8MAFT+mIoU21.6Unverified
9EBSeg-LmIoU21Unverified
10FC-CLIPmIoU18.2Unverified