Semantic Segmentation on MS-COCO
59.1mIoU (Real+Syn)JoDiffusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| JoDiffusionSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=80k2025.12 | 59.1 | 44.9 | |
| JoDiffusionSegmenter=Mask2Former, Backbone=ResNet50, Data Size=80k2025.12 | 58.5 | 44.6 | |
| Raw DatasetSegmenter=Mask2Former, Backbone=ResNet50, Data Size=118k2025.12 | 57.8 | — | |
| Dataset DiffusionSegmenter=Mask2Former, Backbone=ResNet50, Data Size=80k2025.12 | 57.8 | 31 | |
| SDSSegmenter=Mask2Former, Backbone=ResNet50, Data Size=50k2025.12 | 57.7 | 29.8 | |
| Dataset DiffusionSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=80k2025.12 | 57.4 | 34.2 | |
| SDSSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=50k2025.12 | 56.8 | 31.8 | |
| JoDiffusionSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=80k2025.12 | 56.4 | 42.6 | |
| Raw DatasetSegmenter=DeepLabV3, Backbone=ResNet101, Data Size=118k2025.12 | 54.9 | — | |
| Dataset DiffusionSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=80k2025.12 | 54.6 | 32.4 | |
| SDSSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=50k2025.12 | 50.3 | 31 | |
| Raw DatasetSegmenter=DeepLabV3, Backbone=ResNet50, Data Size=118k2025.12 | 48.9 | — |