Generalized Few Shot Semantic Segmentation On
Metrics
Mean Base and Novel
Mean IoU
Results
Performance results of various models on this benchmark
Model Name | Mean Base and Novel | Mean IoU | Paper Title | Repository |
|---|---|---|---|---|
| CAPL (ResNet-50) | 42.17 | 54.38 | Generalized Few-shot Semantic Segmentation | |
| POP(ResNet-50) | 54.72 | 64.77 | Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation | |
| BCM (ResNet-50) | 56.20 | - | A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation | |
| VisualPromptGFSS | 58.11 | - | Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | |
| DIaM (ResNet-50) | 53 | 61.95 | A Strong Baseline for Generalized Few-Shot Semantic Segmentation |
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