Method Detail: 123xjl-ResUNet
Back to Leaderboard| Benchmark: | UAV-Crack |
|---|---|
| Short name: | 123xjl-ResUNet |
| Long name: | ImageNet ResNet34 U-Net with Flip TTA |
| Description: | ImageNet pretrained ResNet34 encoder, U-Net decoder. 974/226 source-photo grouped split. AdamW, BCE+Dice, cosine LR, 60 epochs; checkpoint 42. Four-flip TTA, threshold 0.45 selected by validation mIoU. AI-assisted implementation and execution. |
| Reference: | N/A |
| Last submitted: | September 16, 2026 |
| Published: | September 16, 2026 at 17:42:16 |
| Submissions: | 1 |
| Project page / code: | N/A |
| Open source: | No |
Benchmark performance
| Submission Date | mIoU (↑) | Crack F1 (↑) | Crack IoU (↑) | Crack Precision (↑) | Crack Recall (↑) | aAcc (↑) |
|---|---|---|---|---|---|---|
| 2026-09-16 17:42 | 81.6600 | 79.4100 | 65.8500 | 79.7700 | 79.0600 | 97.5900 |