Table 2 Ablation study.
Losshard | Losssoft | LossCWD | LossSWD | Lossclass | Position-Local Attention | Top−1 | FPS |
|---|---|---|---|---|---|---|---|
✓ | 93.23 | 300 | |||||
✓ | ✓ | 93.94 | 301 | ||||
✓ | ✓ | ✓ | 94.55 | 300 | |||
✓ | ✓ | ✓ | 94.20 | 300 | |||
✓ | ✓ | ✓ | 94.51 | 301 | |||
✓ | ✓ | ✓ | ✓ | ✓ | 94.95 | 301 | |
✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 94.87 | 271 |
Losshard | Losssoft | LossCWD | LossSWD | Lossclass | Position-Local Attention | Top−1 | FPS |
|---|---|---|---|---|---|---|---|
✓ | 93.23 | 300 | |||||
✓ | ✓ | 93.94 | 301 | ||||
✓ | ✓ | ✓ | 94.55 | 300 | |||
✓ | ✓ | ✓ | 94.20 | 300 | |||
✓ | ✓ | ✓ | 94.51 | 301 | |||
✓ | ✓ | ✓ | ✓ | ✓ | 94.95 | 301 | |
✓ | ✓ | ✓ | ✓ | ✓ | ✓ | 94.87 | 271 |