OpenCodePapers
semantic-segmentation-on-pothole-mix
Semantic Segmentation
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Paper
Code
Test Dice Multiclass
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Test mIoU
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Validation Dice Multiclass
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Validation mIoU
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ModelName
ReleaseDate
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SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .789
0 .676
0 .814
0 .711
Baseline - DeepLabv3+
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .827
0 .725
0 .810
0 .705
PUCP-MAnet
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .824
0 .720
0 .804
0 .698
PUCP-Unet
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .832
0 .731
0 .800
0 .694
PUCP-Unet++
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .747
0 .628
0 .637
0 .523
HCMUS-SegFormer
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .823
0 .719
0 .802
0 .695
HCMUS-DeepLabv3+
2022-05-26
SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data
✓ Link
0 .789
0 .677
0 .763
0 .647
HCMUS-CPS-DLU-Net
2022-05-26