Semantic Segmentation on RGB-Event (test)
64.28mIoUCMX (SegFormer-B4)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CMX (SegFormer-B4)Modal=RGB-E, Backbone=MiT-B42022.03 | 64.28 | 92.6 | |
| CMX (SegFormer-B2)Modal=RGB-E, Backbone=MiT-B22022.03 | 61.9 | 91.88 | |
| CMX (Swin-b)Modal=RGB-E, Backbone=Swin-b2022.03 | 61.21 | 91.61 | |
| CMX (Swin-s)Modal=RGB-E, Backbone=Swin-s2022.03 | 60.86 | 91.25 | |
| SegFormer-B4Modal=RGB, Backbone=MiT-B42022.03 | 59.86 | 91.61 | |
| SegFormer-B2Modal=RGB, Backbone=MiT-B22022.03 | 58.69 | 91.21 | |
| CMX (DeepLabV3+)Modal=RGB-E, Backbone=ResNet-1012022.03 | 54.91 | 89.67 | |
| SA-GateModal=RGB-E, Backbone=ResNet-1012022.03 | 53.94 | 90.03 | |
| DeepLabV3+Modal=RGB, Backbone=ResNet-1012022.03 | 53.65 | 89.92 | |
| Swin-bModal=RGB, Backbone=Swin-b2022.03 | 53.31 | 89.21 | |
| Swin-sModal=RGB, Backbone=Swin-s2022.03 | 52.49 | 88.78 | |
| Trans4TransModal=RGB, Backbone=PVT-B22022.03 | 51.86 | 89.03 | |
| CGNetModal=RGB, Backbone=M3N212022.03 | 44.75 | 87.13 | |
| Fast-SCNNModal=RGB, Backbone=Fast-SCNN2022.03 | 44.27 | 87.1 | |
| ISSAFEModal=RGB-E, Backbone=ResNet-182022.03 | 43.61 | 86.83 | |
| RFNetModal=RGB-E, Backbone=ResNet-182022.03 | 41.34 | 86.25 | |
| SwiftNetModal=RGB, Backbone=ResNet-182022.03 | 36.67 | 83.46 |