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Semantic Segmentation on Taskonomy (test)
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73.7
mIoU
DEN
31.2368
42.2609
53.285
64.3091
Oct 25, 2021
Feb 26, 2022
Jun 30, 2022
Nov 1, 2022
Mar 5, 2023
Jul 7, 2023
Nov 9, 2023
mIoU
Updated 3d ago
Evaluation Results
Method
Method
Links
mIoU
DEN
# Params (M)=23.838
2021.10
73.7
MTAN
# Params (M)=95.994
2021.10
62.1
NDDR-CNN
# Params (M)=115.151
2021.10
59.9
Multi-Task
# Params (M)=21.285
2021.10
59.6
Sluice
# Params (M)=106.424
2021.10
59.6
Single-Task
# Params (M)=106.424
2021.10
57.5
Cross-Stitch
# Params (M)=106.424
2021.10
57
AdaShare
# Params (M)=21.285
2021.10
56.2
AutoMTL
# Params (M)=53.106
2021.10
55.8
Learn to Branch
# Params (M)=30.650
2021.10
52.1
PolyMaX
backbone=ConvNeXt-B
2023.11
41.17
PolyMaX
backbone=ConvNeXt-L
2023.11
40.94
PolyMaX
backbone=ConvNeXt-S
2023.11
38.99
PolyMaX
backbone=ConvNeXt-T
2023.11
35.23
PolyMaX
backbone=ResNet-50
2023.11
35
DeepLabv3+
backbone=ResNet-50
2023.11
32.87
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