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Models/DeepLabV3Plus + SDCNetAug

DeepLabV3Plus + SDCNetAug

Reported on 10 benchmarks across 2 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical5 results

Semantic SegmentationonCamVid
Mean IoU· uses extra data· 2018-12-04
81.7
best: 84.62 (SERNet-Former)
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
Semantic SegmentationonKITTI Semantic Segmentation
Category IoU· uses extra data· 2018-12-04
88.99
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
Semantic SegmentationonKITTI Semantic Segmentation
Category iIoU· uses extra data· 2018-12-04
75.26
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
Semantic SegmentationonKITTI Semantic Segmentation
Mean IoU (class)· uses extra data· 2018-12-04
72.83
best: 80.7 (RPVNet [xu2021rpvnet])
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
Semantic SegmentationonKITTI Semantic Segmentation
class iIoU· uses extra data· 2018-12-04
48.68
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593

Audio5 results

10-shot image generationonCamVid
Mean IoU· uses extra data· 2018-12-04
81.7
best: 84.62 (SERNet-Former)
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
10-shot image generationonKITTI Semantic Segmentation
Category IoU· uses extra data· 2018-12-04
88.99
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
10-shot image generationonKITTI Semantic Segmentation
Category iIoU· uses extra data· 2018-12-04
75.26
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
10-shot image generationonKITTI Semantic Segmentation
Mean IoU (class)· uses extra data· 2018-12-04
72.83
best: 80.7 (RPVNet [xu2021rpvnet])
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593
10-shot image generationonKITTI Semantic Segmentation
class iIoU· uses extra data· 2018-12-04
48.68
SOTA
Improving Semantic Segmentation via Video Propagation and Label Relaxation arXiv:1812.01593