OpenCodePapers
real-time-semantic-segmentation-on-nyu-depth-1
Semantic Segmentation
Real-Time Semantic Segmentation
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Paper
Code
mIoU
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Speed(ms/f)
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Speed (FPS)
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ModelName
ReleaseDate
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AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation
✓ Link
54.1
15.3
65.5 (3090)
AsymFormer
2023-09-25
Light-Weight RefineNet for Real-Time Semantic Segmentation
✓ Link
44.4
36
Light-Weight-RefineNet-152
2018-10-08
Light-Weight RefineNet for Real-Time Semantic Segmentation
✓ Link
43.6
27
Light-Weight-RefineNet-101
2018-10-08
Temporally Distributed Networks for Fast Video Semantic Segmentation
✓ Link
43.5
35
TD2-PSP50
2020-04-03
Pyramid Scene Parsing Network
✓ Link
43.2
72
PSPNet101
2016-12-04
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations
✓ Link
42.0
13
Multi-Task Light-Weight-RefineNet
2018-09-13
Pyramid Scene Parsing Network
✓ Link
41.8
47
PSPNet50
2016-12-04
Light-Weight RefineNet for Real-Time Semantic Segmentation
✓ Link
41.7
20
Light-Weight-RefineNet-50
2018-10-08
Temporally Distributed Networks for Fast Video Semantic Segmentation
✓ Link
37.4
19
TD4-PSP18
2020-04-03
Pyramid Scene Parsing Network
✓ Link
35.9
19
PSPNet18
2016-12-04