Instance Segmentation on COCO (APmask)
35.16APmaskSWEET
Evaluation Results
| Method | Links | |
|---|---|---|
| SWEETModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 35.16 | |
| Iso. PruningModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 33.94 | |
| WT-SelectModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 33.91 | |
| SWEETModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 33.02 | |
| Iso. PruningModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 32.85 | |
| WAVEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 31.91 | |
| WT-SelectModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 31.4 | |
| WAVEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 31.15 | |
| DMAEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 30.2 | |
| SWEETModel Scale=Average, Training Epochs=302026.01 | 29.41 | |
| WAVEModel Scale=Average, Training Epochs=302026.01 | 27.81 | |
| DMAEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 27.8 | |
| WT-SelectModel Scale=Average, Training Epochs=302026.01 | 27.55 | |
| Iso. PruningModel Scale=Average, Training Epochs=302026.01 | 27.41 | |
| SWEETModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 27.23 | |
| WAVEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 26.63 | |
| DMAEModel Scale=Average, Training Epochs=302026.01 | 26.22 | |
| WT-SelectModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 25.89 | |
| SWEETModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 25.82 | |
| SWEETModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 25.8 | |
| Iso. PruningModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 25.75 | |
| DMAEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 24.95 | |
| WAVEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 24.93 | |
| WAVEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 24.45 | |
| DMAEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 24.29 | |
| WT-SelectModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 23.89 | |
| DMAEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 23.88 | |
| WT-SelectModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 22.66 | |
| Iso. PruningModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 22.54 | |
| Iso. PruningModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 21.96 |