Map extraction on Porto regions (test)
71.7IoUDeepDualMapper
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepDualMapperApproach category=Fusion-based2020.02 | 71.7 | 83.5 | |
| SegNet-RC (late fusion + correction)Approach category=Fusion-based2020.02 | 68.8 | 81.5 | |
| V-FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 68.8 | 81.5 | |
| TriSegApproach category=Fusion-based2020.02 | 68.2 | 81.1 | |
| L3FsnApproach category=Fusion-based2020.02 | 67.5 | 80.6 | |
| Late FusionApproach category=Fusion-based2020.02 | 67.4 | 80.6 | |
| FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 66.7 | 80 | |
| Early FusionApproach category=Fusion-based2020.02 | 66.4 | 79.8 | |
| 1D decoderApproach category=Fusion-based2020.02 | 66.4 | 79.7 | |
| RoadTracerApproach category=Aerial Image-based2020.02 | 65.8 | 79.4 | |
| U-Net_trajApproach category=Trajectory-based2020.02 | 64.3 | 78.3 | |
| U-NetApproach category=Aerial Image-based2020.02 | 64.2 | 78.2 | |
| DeepRoadMapperApproach category=Aerial Image-based2020.02 | 63 | 77.3 | |
| SegNetApproach category=Aerial Image-based2020.02 | 62.9 | 77.2 | |
| DeconvNetApproach category=Aerial Image-based2020.02 | 58.9 | 74.1 | |
| KDEApproach category=Trajectory-based2020.02 | 36.2 | 53.1 | |
| COBWEBApproach category=Trajectory-based2020.02 | 27.7 | 43.4 | |
| TC1Approach category=Trajectory-based2020.02 | 15.3 | 18.4 |