SOTAVerified

Zero-Shot Semantic Segmentation

Papers

Showing 110 of 60 papers

TitleStatusHype
Split Matching for Inductive Zero-shot Semantic Segmentation0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation0
Disentangling CLIP for Multi-Object Perception0
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments0
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO0
OpenObj: Open-Vocabulary Object-Level Neural Radiance Fields with Fine-Grained UnderstandingCode1
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic SegmentationCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OTSeg+Transductive Setting hIoU94.4Unverified
2OTSegTransductive Setting hIoU94.2Unverified
3CLIP-RCTransductive Setting hIoU93Unverified
4ZegCLIPTransductive Setting hIoU91.1Unverified
5MaskCLIP+Transductive Setting hIoU87.4Unverified
6FreeSegTransductive Setting hIoU86.9Unverified
7DeOpInductive Setting hIoU80.8Unverified
8zssegTransductive Setting hIoU79.3Unverified
9ZegFormerInductive Setting hIoU73.3Unverified
10STRICTTransductive Setting hIoU49.8Unverified