10-shot image generation on Cityscapes 93 labeled
Metric: Validation mIoU (higher is better)
Metric: Validation mIoU (higher is better)
| # | Model↕ | Validation mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AEL (DeepLab v3+ with ResNet-101 pretraind on ImageNet-1K) | 74.28 | No | Semi-Supervised Semantic Segmentation via Adapti... | 2021-10-11 | Code |
| 2 | Dense FixMatch (DeepLabv3+ ResNet-101, over-sampling, single pass eval) | 66.97 | No | Dense FixMatch: a simple semi-supervised learnin... | 2022-10-18 | Code |
| 3 | Dense FixMatch (DeepLabv3+ ResNet-50, over-sampling, single-pass eval) | 65.81 | No | Dense FixMatch: a simple semi-supervised learnin... | 2022-10-18 | Code |