Table 4. Results on KITTI, using models trained on Cityscapes (from Cityscapes to KITTI) (%).
Method | Person | Rider | Car | Truck | Train | Mean AP |
---|---|---|---|---|---|---|
Faster R-CNN(baseline) | 47.87 | 22.0 | 75.2 | 12.4 | 12.6 | 34.0 |
DA Model [9] | 40.9 | 16.1 | 70.3 | 23.6 | 21.2 | 34.4 |
SLNO-S(ours) | 52.9 | 24.2 | 72.6 | 29.2 | 25.5 | 40.9 |
SLNO(λ = 0.17)(ours) | 53.1 | 24.3 | 73.1 | 29.5 | 25.9 | 41.2 |