Map extraction on Shanghai regions (test)
63.4IoUDeepDualMapper
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepDualMapperApproach category=Fusion-based2020.02 | 63.4 | 77.6 | |
| V-FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 62.6 | 77 | |
| TriSegApproach category=Fusion-based2020.02 | 62.1 | 76.7 | |
| 1D decoderApproach category=Fusion-based2020.02 | 61 | 75.9 | |
| SegNet-RC (late fusion + correction)Approach category=Fusion-based2020.02 | 60.3 | 75.2 | |
| L3FsnApproach category=Fusion-based2020.02 | 60.3 | 75.2 | |
| Early FusionApproach category=Fusion-based2020.02 | 57.3 | 72.8 | |
| FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 55.8 | 71.4 | |
| Late FusionApproach category=Fusion-based2020.02 | 55.3 | 71.2 | |
| RoadTracerApproach category=Aerial Image-based2020.02 | 51.2 | 67.7 | |
| U-Net_trajApproach category=Trajectory-based2020.02 | 49.8 | 65.7 | |
| SegNetApproach category=Aerial Image-based2020.02 | 48.4 | 65.2 | |
| DeepRoadMapperApproach category=Aerial Image-based2020.02 | 48.1 | 65 | |
| U-NetApproach category=Aerial Image-based2020.02 | 47.9 | 64.7 | |
| DeconvNetApproach category=Aerial Image-based2020.02 | 45 | 61.7 | |
| KDEApproach category=Trajectory-based2020.02 | 35.5 | 53.2 | |
| COBWEBApproach category=Trajectory-based2020.02 | 33.4 | 50.1 | |
| TC1Approach category=Trajectory-based2020.02 | 33.2 | 50 |