Paper | Code | Validation mIoU | ModelName | ReleaseDate |
---|---|---|---|---|
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning | ✓ Link | 74.28 | AEL (DeepLab v3+ with ResNet-101 pretraind on ImageNet-1K) | 2021-10-11 |
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks | ✓ Link | 66.97 | Dense FixMatch (DeepLabv3+ ResNet-101, over-sampling, single pass eval) | 2022-10-18 |
Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks | ✓ Link | 65.81 | Dense FixMatch (DeepLabv3+ ResNet-50, over-sampling, single-pass eval) | 2022-10-18 |