Semantic Segmentation on Pascal VOC (Synthetic Data Evaluation)
80.7mIoU (Real+Syn)JoDiffusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JoDiffusionSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=40k2025.12 | 80.7 | 75.8 | |
| Dataset DiffusionSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=40k2025.12 | 80.3 | 64.8 | |
| Raw DatasetSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=11.5k2025.12 | 79.9 | — | |
| SDSSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=26k2025.12 | 79.8 | 59.1 | |
| JoDiffusionSegmenter=Mask2Former, Backbone=ResNet50, Data Size=40k2025.12 | 79.4 | 74.5 | |
| JoDiffusionSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=40k2025.12 | 78.3 | 72.5 | |
| Dataset DiffusionSegmenter=Mask2Former, Backbone=ResNet50, Data Size=40k2025.12 | 78.2 | 60.2 | |
| SDSSegmenter=Mask2Former, Backbone=ResNet50, Data Size=26k2025.12 | 78.1 | 59.8 | |
| SDSSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=26k2025.12 | 77.6 | 60.4 | |
| Dataset DiffusionSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=40k2025.12 | 77.6 | 61.6 | |
| DiffuMaskSegmenter=Mask2Former, Backbone=ResNet50, Data Size=60k2025.12 | 77.5 | 57.4 | |
| Raw DatasetSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=11.5k2025.12 | 77.4 | — | |
| Raw DatasetSegmenter=Mask2Former, Backbone=ResNet50, Data Size=11.5k2025.12 | 77.3 | — |