STPL

Reported on 5 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Domain AdaptationonVIPER-to-Cityscapes
mIoU· 2023-03-25
52.5
SOTA
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361
Domain Adaptationon VIPER-to-Cityscapes
mIoU· 2023-03-25
52.5
SOTA
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2023-03-25
51.8
best: 78.1 (HALO)
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361
Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2023-03-25
51.8
best: 78.1 (HALO)
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361

Computer Vision2 results

Source-Free Domain AdaptationonSYNTHIA-to-Cityscapes
mIoU· 2023-03-25
51.8
SOTA
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361
Source-Free Domain Adaptationon VIPER-to-Cityscapes
mIoU· 2023-03-25
52.5
SOTA
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation arXiv:2303.14361