Semantic Segmentation on Cityscapes to ACDC (Adaptation Time)
2.81Adaptation TimeULDAs
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ULDAsHardware=single NVIDIA RTX 4090 GPU, Sampling Strategy=sampling-based approach2025.07 | 2.81 | 6.11 | |
| SIDAHardware=single NVIDIA RTX 4090 GPU2025.07 | 4.25 | — | |
| ULDA*Hardware=single NVIDIA RTX 4090 GPU, Sampling Strategy=removes the sampling process and utilizes all source images2025.07 | 5.06 | 11.91 | |
| PODAHardware=single NVIDIA RTX 4090 GPU2025.07 | 8.97 | 2.11 |