Semantic Segmentation on EnviroAtlas (Durham, NC)
79.8Accuracy (%)Plug-and-play diffusion priors
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Plug-and-play diffusion priorsTraining Strategy=fine-tuned, Pre-training=Supervised on Pittsburgh, PA2022.06 | 79.8 | 46.4 | |
| Implicit posterior2022.06 | 79 | 48.4 | |
| PA supervised + weakTraining Strategy=Supervised + Weak labels, Training Region=Pittsburgh, PA2022.06 | 78.9 | 47.9 | |
| Full US supervisedTraining Data=Full US2022.06 | 77 | 49.6 | |
| Plug-and-play diffusion priorsTraining Strategy=from scratch2022.06 | 76 | 39.9 | |
| PA supervisedTraining Strategy=Supervised, Training Region=Pittsburgh, PA2022.06 | 74.2 | 35.9 |