Generalized Few Shot Semantic Segmentation On 3
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 |
|---|---|---|---|---|
| POP(ResNet-50) | 42.44 | 48.75 | Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation | |
| VisualPromptGFSS | 42.48 | - | Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | - |
| BCM (ResNet-50) | 40.24 | - | A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation | |
| DIaM (ResNet-50) | 38.55 | 43.46 | A Strong Baseline for Generalized Few-Shot Semantic Segmentation | - |
| CAPL (ResNet-50) | 28.15 | 36.8 | Generalized Few-shot Semantic Segmentation | - |
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