OpenCodePapers

semantic-segmentation-on-nighttime-driving

Semantic Segmentation
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PaperCodemIoUModelNameReleaseDate
Text-image Alignment for Diffusion-based Perception✓ Link60.8TADP2023-09-29
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning✓ Link59.2CoDA2024-03-26
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions✓ Link58.0Refign (HRDA)2022-07-14
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions✓ Link56.8Refign (DAFormer)2022-07-14
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation✓ Link49.4MGCDA2020-05-28
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation✓ Link47.70DANNet (PSPNet)2021-04-22
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation✓ Link45.6GCMA2019-01-17
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion45.09ERF-PSPNet2019-08-16
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation✓ Link44.98DANNet (DeepLab-v2)2021-04-22
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation✓ Link42.36DANNet (RefineNet)2021-04-22
[]()42.3LTSP
Zero-Shot Day-Night Domain Adaptation with a Physics Prior✓ Link41.6CIConv2021-08-11
Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime36.1DMAda2018-10-05
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