Directly & Alternative Area Segmentation on BDD100K (test)
84.73mIoUDeepLabv3+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepLabv3+2024.03 | 84.73 | — | — | |
| Resnet + ASPP + FPNBackbone=ResNet, Components=ASPP | FPN2024.03 | 84.58 | 97.09 | 91.14 | |
| TwinLiteNet+ D&ATask configuration=multi-task2024.03 | 84.3 | 97 | 92.1 | |
| PSPNet2024.03 | 84.13 | — | — | |
| TwinLiteNet+ D&ATask configuration=single-task2024.03 | 83.9 | 96.9 | 92 | |
| IDS-MODEL2024.03 | 83.63 | — | — | |
| Lee2024.03 | 83.34 | — | — | |
| Sun et al.2024.03 | 83.01 | — | — | |
| Resnet + ASPP + top-downBackbone=ResNet, Components=ASPP | top-down2024.03 | 82.8 | 96.6 | 90.68 | |
| Resnet + FPNBackbone=ResNet, Components=FPN2024.03 | 82.7 | 96.51 | 91.42 | |
| ShuDA-RFBNet2024.03 | 82.67 | — | — | |
| Pizzati et al.2024.03 | 82.62 | — | — | |
| Resnet + top-downBackbone=ResNet, Components=top-down2024.03 | 82.44 | 96.24 | 88.39 |