Dichotomous Image Segmentation on DIS ALL (test)
92.6F-beta Max ScoreSAMA-H
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAMA-HBackbone=Huge, Total Parameters (MB)=2488.8, Learnable Parameters (MB)=42.8, FPS=3.32026.01 | 92.6 | 89.7 | 2.6 | 92.5 | 95.6 | |
| SAMA-LBackbone=Large, Total Parameters (MB)=1228.3, Learnable Parameters (MB)=37.3, FPS=4.22026.01 | 91.7 | 86.5 | 3.7 | 90.8 | 94.1 | |
| HQ-SAM-LBackbone=Large, Total Parameters (MB)=1196.1, Learnable Parameters (MB)=5.1, FPS=4.82026.01 | 90.2 | 80.1 | 6.6 | 87.9 | 90.5 | |
| SAMA-BBackbone=Base, Total Parameters (MB)=389.8, Learnable Parameters (MB)=31.8, FPS=8.62026.01 | 90.1 | 79.3 | 5.4 | 88.6 | 91.4 | |
| HQ-SAM-HBackbone=Huge, Total Parameters (MB)=2452.1, Learnable Parameters (MB)=6.1, FPS=3.42026.01 | 85.9 | 83.5 | 4.5 | 86 | 92.4 | |
| HQ-SAM-BBackbone=Base, Total Parameters (MB)=362.1, Learnable Parameters (MB)=4.1, FPS=9.82026.01 | 84.1 | 77.1 | 6.1 | 86.7 | 88.9 |