10-shot image generation on Pascal VOC 2012 50% labeled
Metric: Validation mIoU (higher is better)
Metric: Validation mIoU (higher is better)
| # | Model↕ | Validation mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AllSpark | 81.13 | No | AllSpark: Reborn Labeled Features from Unlabeled... | 2024-03-04 | Code |
| 2 | FARCLUSS | 80.3 | No | FARCLUSS: Fuzzy Adaptive Rebalancing and Contras... | 2025-06-11 | Code |
| 3 | CW-BASS (DeepLab v3+ with ResNet-50) | 77.15 | No | Confidence-Weighted Boundary-Aware Learning for ... | 2025-02-21 | Code |