SOTAVerified

Zero-Shot Semantic Segmentation

Papers

Showing 5160 of 60 papers

TitleStatusHype
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding0
SATR: Zero-Shot Semantic Segmentation of 3D Shapes0
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding0
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field RobotsCode0
Semantic Projection Network for Zero- and Few-Label Semantic SegmentationCode0
Learning unbiased zero-shot semantic segmentation networks via transductive transferCode0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning StrategyCode0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1OTSeg+Transductive Setting hIoU49.8Unverified
2CLIP-RCTransductive Setting hIoU49.7Unverified
3OTSegTransductive Setting hIoU49.5Unverified
4ZegCLIPTransductive Setting hIoU48.5Unverified
5MVP-SEG+Transductive Setting hIoU45.5Unverified
6FreeSegTransductive Setting hIoU45.3Unverified
7MaskCLIP+Transductive Setting hIoU45Unverified
8zssegTransductive Setting hIoU41.5Unverified
9DeOPInductive Setting hIoU38.2Unverified
10STRICTTransductive Setting hIoU34.8Unverified
#ModelMetricClaimedVerifiedStatus
1CAT-Seg-LMean IoU38.14Unverified
2CAT-Seg-HMean IoU35.66Unverified
3CAT-Seg-BMean IoU33.74Unverified
4SAN-LMean IoU30.06Unverified
5Grounded-SAM-LMean IoU29.05Unverified
6Grounded-SAM-HMean IoU28.78Unverified
7Grounded-SAM-BMean IoU28.52Unverified
8OVSeg-LMean IoU26.94Unverified
9SAN-BMean IoU26.74Unverified
10OpenSeeD-TMean IoU24.33Unverified
#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
#ModelMetricClaimedVerifiedStatus
1MAFTunseen mIoU8.7Unverified