Object Detection on COCO (APbox)
38.16APboxSWEET
Evaluation Results
| Method | Links | |
|---|---|---|
| SWEETModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 38.16 | |
| Iso. PruningModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 36.64 | |
| WT-SelectModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 36.53 | |
| SWEETModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 36.13 | |
| Iso. PruningModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 35.74 | |
| WAVEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 34.19 | |
| WT-SelectModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 34.09 | |
| WAVEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 33.55 | |
| DMAEModel Scale=L12H6, Para.(M)=22.1, FLOPs (G)=8.5, Training Epochs=302026.01 | 32.82 | |
| SWEETModel Scale=Average, Training Epochs=302026.01 | 31.59 | |
| DMAEModel Scale=L6H12, Para.(M)=44.0, FLOPs (G)=17.0, Training Epochs=302026.01 | 29.85 | |
| WAVEModel Scale=Average, Training Epochs=302026.01 | 29.55 | |
| WT-SelectModel Scale=Average, Training Epochs=302026.01 | 29.28 | |
| Iso. PruningModel Scale=Average, Training Epochs=302026.01 | 29.21 | |
| SWEETModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 28.88 | |
| DMAEModel Scale=Average, Training Epochs=302026.01 | 27.98 | |
| WAVEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 27.94 | |
| SWEETModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 27.46 | |
| SWEETModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 27.33 | |
| WT-SelectModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 27.02 | |
| Iso. PruningModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 26.97 | |
| DMAEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 26.51 | |
| WAVEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 26.14 | |
| WAVEModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 25.94 | |
| DMAEModel Scale=L3H12, Para.(M)=22.8, FLOPs (G)=8.6, Training Epochs=302026.01 | 25.55 | |
| DMAEModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 25.16 | |
| WT-SelectModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 25.02 | |
| WT-SelectModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 23.72 | |
| Iso. PruningModel Scale=L6H6, Para.(M)=11.4, FLOPs (G)=4.3, Training Epochs=302026.01 | 23.59 | |
| Iso. PruningModel Scale=L12H3, Para.(M)=5.7, FLOPs (G)=2.2, Training Epochs=302026.01 | 23.13 |