Method Detail: 123xjl-UNet
Back to Leaderboard| Benchmark: | UAV-Crack |
|---|---|
| Short name: | 123xjl-UNet |
| Long name: | Lightweight U-Net for UAV Crack Segmentation |
| Description: | U-Net 16/32/64/128, trained from scratch for 15 epochs with BCE+Dice and Adam. Source-photo grouped split: 974 train, 226 validation; seed 42. Selected epoch 14 and threshold 0.7. Original 672x378 resolution, binary 0/1 masks. AI-assisted implementation and execution. |
| Reference: | N/A |
| Last submitted: | September 16, 2026 |
| Published: | September 16, 2026 at 14:12:13 |
| 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 14:12 | 75.4600 | 70.5200 | 54.4600 | 71.8800 | 69.2100 | 96.6000 |