OpenCodePapers
semi-supervised-semantic-segmentation-on-25
Semantic Segmentation
Semi-Supervised Semantic Segmentation
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ModelName
ReleaseDate
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Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation
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58
62.9
67.2
72.8
74.3
76
76.1
PLE (Voxel)
2024-10-09
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic Segmentation
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51.4
63.9
69.7
LaserMix (Voxel)
2024-10-09
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
55.3
69.9
71.8
73.2
LaserMix (Voxel)
2022-06-30
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
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51.6
66.0
67.1
71.7
MeanTeacher (Voxel)
2017-03-06
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation
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50.9
65.9
66.6
71.2
Sup.-only (Voxel)
2020-11-19
LaserMix for Semi-Supervised LiDAR Semantic Segmentation
✓ Link
49.5
68.2
70.6
73.0
LaserMix (Range View)
2022-06-30
Semi-supervised semantic segmentation needs strong, varied perturbations
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43.8
63.9
64.8
69.8
CutMix-Seg (Range View)
2019-06-05
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results
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42.1
60.4
65.4
69.4
MeanTeacher (Range View)
2017-03-06
Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
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40.9
60.5
64.3
69.3
CBST (Range View)
2018-09-01
Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
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40.7
60.8
64.9
68.0
CPS (Range View)
2021-06-02
FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding
✓ Link
38.3
57.5
62.7
67.6
Sup.-only (Range View)
2021-09-08