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README.md
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@@ -12,7 +12,7 @@ Kathmandu Valley land-use segmentation, 6 classes, ignore_index=255, 512x512 @ 0
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| fold | 1 of 3 |
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| ablation | `no_sampler` |
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| seed | 42 |
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| best epoch |
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| detail path | True |
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| CSA reweighting | True (tau=[0.6, 0.35, 0.35, 0.6, 0.6, 0.6], w_min=0.25) |
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| soft-clDice | True (mu=0.3) |
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@@ -23,9 +23,9 @@ mIoU **0.5509** | mF1 0.6919 | OA 0.8255 | kappa 0.6846
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| class | IoU | UA (prec) | PA (rec) |
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|---|---|---|---|
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| Residential | 0.
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| Road | 0.
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| River | 0.
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| Forest | 0.
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| UnusedLand | 0.
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| Agricultural | 0.
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| fold | 1 of 3 |
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| 13 |
| ablation | `no_sampler` |
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| 14 |
| seed | 42 |
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| best epoch | 79 |
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| detail path | True |
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| 17 |
| CSA reweighting | True (tau=[0.6, 0.35, 0.35, 0.6, 0.6, 0.6], w_min=0.25) |
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| soft-clDice | True (mu=0.3) |
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| class | IoU | UA (prec) | PA (rec) |
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|---|---|---|---|
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| Residential | 0.8471 | 0.9369 | 0.8983 |
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| Road | 0.4307 | 0.5087 | 0.7376 |
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| River | 0.4776 | 0.6874 | 0.6102 |
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| Forest | 0.7031 | 0.9276 | 0.7440 |
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| UnusedLand | 0.2769 | 0.5528 | 0.3568 |
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| Agricultural | 0.5703 | 0.6210 | 0.8749 |
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