Road Segmentation on Massachusetts Road Dataset
0.675IoU (Average)DSFC-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DSFC-Net2026.02 | 0.675 | 0.8518 | 0.7649 | 0.806 | — | — | |
| RSM-SS2024.04 | 0.6735 | 0.8652 | 0.7524 | 0.8049 | — | — | |
| DENetSource=TITS 20252026.02 | 0.6726 | 0.803 | 0.8056 | 0.8043 | — | — | |
| CFRNetSource=GRSL 20242026.02 | 0.6689 | 0.8516 | 0.7572 | 0.8016 | — | — | |
| FRCFNetSource=GRSL 20242026.02 | 0.6661 | 0.8523 | 0.753 | 0.7996 | — | — | |
| RoadFormer2024.04 | 0.6627 | 0.8054 | 0.789 | 0.7971 | — | — | |
| OARENetSource=TGRS 20242026.02 | 0.6625 | 0.8492 | 0.7508 | 0.797 | — | — | |
| CGCNetSource=TGRS 20252026.02 | 0.6616 | 0.8535 | 0.7464 | 0.7963 | — | — | |
| BDTNet2024.04 | 0.6603 | 0.8299 | 0.7637 | 0.7954 | — | — | |
| C2NetSource=TGRS 20242026.02 | 0.6595 | 0.8555 | 0.7422 | 0.7948 | — | — | |
| SegRoadv2Source=IJDE 20252026.02 | 0.6591 | 0.8541 | 0.7427 | 0.7945 | — | — | |
| SIINet2024.04 | 0.6577 | 0.8536 | 0.7413 | 0.7935 | — | — | |
| SegFormerSource=NIPS 20212026.02 | 0.6534 | 0.8351 | 0.7502 | 0.7904 | — | — | |
| SPIN Road Mapper2021.09 | 0.6524 | 0.839 | 0.8506 | 0.8447 | 0.7312 | 0.7249 | |
| HRNetv22024.04 | 0.6475 | 0.7901 | 0.782 | 0.786 | — | — | |
| U-NetSource=MICCAI 20152026.02 | 0.6456 | 0.8566 | 0.7239 | 0.7847 | — | — | |
| Batra et al.2021.09 | 0.6444 | 0.8334 | 0.8461 | 0.8397 | 0.7237 | 0.7134 | |
| D-LinkNetSource=CVPR 20182026.02 | 0.6443 | 0.8281 | 0.7438 | 0.7837 | — | — | |
| D-LinkNet2024.04 | 0.641 | 0.7834 | 0.7791 | 0.7812 | — | — | |
| ResUNet2024.04 | 0.6407 | 0.7877 | 0.7745 | 0.781 | — | — | |
| U-Net2024.04 | 0.635 | 0.7753 | 0.7782 | 0.7767 | — | — | |
| LinkNet2021.09 | 0.6312 | 0.8325 | 0.8463 | 0.8393 | 0.7232 | 0.6662 | |
| SegNet2024.04 | 0.6279 | 0.7609 | 0.7823 | 0.7715 | — | — | |
| Stack-HourGlass2021.09 | 0.6221 | 0.8012 | 0.8387 | 0.8196 | 0.6943 | 0.6789 | |
| HourGlass2021.09 | 0.6137 | 0.8126 | 0.8186 | 0.8156 | 0.6886 | 0.6537 | |
| U-Net2021.09 | 0.6097 | 0.8246 | 0.8434 | 0.8339 | 0.7151 | 0.6133 | |
| Seg-Net2021.09 | 0.5859 | 0.7734 | 0.7984 | 0.7857 | 0.6471 | 0.5776 | |
| Deeplabv3+2024.04 | 0.5851 | 0.7514 | 0.7256 | 0.7383 | — | — | |
| SegEarth-OVResolution=896 x 8962024.10 | 0.172 | — | — | — | — | — | |
| SegEarth-OVResolution=448 x 4482024.10 | 0.115 | — | — | — | — | — | |
| MaskCLIPResolution=448 x 4482024.10 | 0.106 | — | — | — | — | — | |
| SCLIPResolution=448 x 4482024.10 | 0.074 | — | — | — | — | — | |
| ClearCLIPResolution=448 x 4482024.10 | 0.064 | — | — | — | — | — | |
| GEMResolution=448 x 4482024.10 | 0.051 | — | — | — | — | — | |
| CLIPResolution=448 x 4482024.10 | 0.049 | — | — | — | — | — |