Paper | Code | Mean Base and Novel | Mean IoU | ModelName | ReleaseDate |
---|---|---|---|---|---|
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach | ✓ Link | 36.05 | VisualPromptGFSS | 2024-04-17 | |
Learning Orthogonal Prototypes for Generalized Few-Shot Semantic Segmentation | ✓ Link | 35.01 | 44.98 | POP(ResNet-50) | 2023-01-01 |
A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation | ✓ Link | 33.85 | BCM (ResNet-50) | 2024-09-26 | |
A Strong Baseline for Generalized Few-Shot Semantic Segmentation | ✓ Link | 32.75 | 40.52 | DIaM (ResNet-50) | 2022-11-25 |
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot Segmentation | ✓ Link | 27.86 | 37.48 | CCA (ResNet-50) | 2023-03-24 |
Generalized Few-shot Semantic Segmentation | ✓ Link | 25.83 | 35.46 | CAPL (ResNet-50) | 2020-10-11 |