Map extraction on Singapore regions (test)
62IoUDeepDualMapper
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepDualMapperApproach category=Fusion-based2020.02 | 62 | 76.5 | |
| V-FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 60.5 | 75.4 | |
| FuseNet (encoder fusion)Approach category=Fusion-based2020.02 | 59.9 | 74.9 | |
| 1D decoderApproach category=Fusion-based2020.02 | 59.9 | 74.8 | |
| TriSegApproach category=Fusion-based2020.02 | 58.9 | 74.2 | |
| Early FusionApproach category=Fusion-based2020.02 | 56.6 | 72.3 | |
| SegNet-RC (late fusion + correction)Approach category=Fusion-based2020.02 | 56.5 | 72.1 | |
| Late FusionApproach category=Fusion-based2020.02 | 56.1 | 71.8 | |
| L3FsnApproach category=Fusion-based2020.02 | 55.5 | 71.3 | |
| U-Net_trajApproach category=Trajectory-based2020.02 | 55.2 | 71.1 | |
| RoadTracerApproach category=Aerial Image-based2020.02 | 47.5 | 64.4 | |
| U-NetApproach category=Aerial Image-based2020.02 | 40.9 | 58 | |
| SegNetApproach category=Aerial Image-based2020.02 | 40.8 | 57.8 | |
| DeepRoadMapperApproach category=Aerial Image-based2020.02 | 40.3 | 57.5 | |
| DeconvNetApproach category=Aerial Image-based2020.02 | 26.5 | 41.8 | |
| KDEApproach category=Trajectory-based2020.02 | 24 | 38.6 | |
| COBWEBApproach category=Trajectory-based2020.02 | 19.6 | 32.8 | |
| TC1Approach category=Trajectory-based2020.02 | 10.9 | 19.7 |