Implementation / Code for course project of CS5187.
- Counted in mIoU.
| Model | Finetuned SegformerB5 | Pretrained BEiT-B | Averaged prediction: Round up | Round down | Nearest integer | Class label: Maximum | Minimum |
|---|---|---|---|---|---|---|---|
| mIoU | 41.01 | 3.82 | 2.09 | 2.26 | 2.29 | 17.16 | 13.93 |
| Mean Accuracy | 54.45 | 4.65 | 7.87 | 8.38 | 7.86 | 37.45 | 25.59 |
| Overall Accuracy | 77.73 | 83.26 | 15.49 | 16.18 | 15.99 | 43.74 | 50.89 |
| Dice | 74.73 | 79.51 | 14.73 | 15.25 | 15.10 | 41.93 | 48.90 |
| Model | Finetuned SegformerB5 | Pretrained BEiT-B | Averaged prediction: Round up |
|---|---|---|---|
| Segmentation map |  |
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