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SotA/Audio/10-shot image generation/Nighttime Driving

10-shot image generation on Nighttime Driving

Metric: mIoU (higher is better)

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#Model↕mIoU▼Extra DataPaperDate↕Code
1TADP60.8NoText-image Alignment for Diffusion-based Percept...2023-09-29Code
2CoDA59.2NoCoDA: Instructive Chain-of-Domain Adaptation wit...2024-03-26Code
3Refign (HRDA)58NoRefign: Align and Refine for Adaptation of Seman...2022-07-14Code
4Refign (DAFormer)56.8NoRefign: Align and Refine for Adaptation of Seman...2022-07-14Code
5MGCDA49.4NoMap-Guided Curriculum Domain Adaptation and Unce...2020-05-28Code
6DANNet (PSPNet)47.7NoDANNet: A One-Stage Domain Adaptation Network fo...2021-04-22Code
7GCMA45.6NoGuided Curriculum Model Adaptation and Uncertain...2019-01-17Code
8ERF-PSPNet45.09NoSee Clearer at Night: Towards Robust Nighttime S...2019-08-16-
9DANNet (DeepLab-v2)44.98NoDANNet: A One-Stage Domain Adaptation Network fo...2021-04-22Code
10DANNet (RefineNet)42.36NoDANNet: A One-Stage Domain Adaptation Network fo...2021-04-22Code
11LTSP42.3No---
12CIConv41.6NoZero-Shot Day-Night Domain Adaptation with a Phy...2021-08-11Code
13DMAda36.1NoDark Model Adaptation: Semantic Image Segmentati...2018-10-05-
14Segmenter ViT-S/1618.9NoDrive&Segment: Unsupervised Semantic Segmentatio...2022-03-21Code