OpenCodePapers
semantic-segmentation-on-dark-zurich
Semantic Segmentation
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Paper
Code
mIoU
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ModelName
ReleaseDate
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Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions
✓ Link
63.9
Refign (HRDA)
2022-07-14
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
✓ Link
61.2
CoDA
2024-03-26
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
✓ Link
60.2
MIC
2022-12-02
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions
✓ Link
56.2
Refign (DAFormer)
2022-07-14
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
✓ Link
55.9
HRDA
2022-04-27
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation
✓ Link
54.2
SePiCo
2022-04-19
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
✓ Link
53.8
DAFormer
2021-11-29
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data
✓ Link
46.4
GPS-GLASS
2022-07-27
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation
✓ Link
45.4
SePiCo (DeepLab v2 ResNet-101)
2022-04-19
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation
✓ Link
42.5
MGCDA
2020-05-28
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
✓ Link
42.5
DANNet (DeepLab v2 ResNet-101)
2021-04-22
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation
✓ Link
42.0
GCMA
2019-01-17
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
✓ Link
36.76
DANNet
2021-04-22
Zero-Shot Day-Night Domain Adaptation with a Physics Prior
✓ Link
34.5
CIConv
2021-08-11