Method Detail: 123xjl-ResUNetFull
Back to Leaderboard| Benchmark: | UAV-Crack |
|---|---|
| Short name: | 123xjl-ResUNetFull |
| Long name: | Full-data ResNet34 U-Net Ensemble |
| Description: | Latest submission: equal ensemble of seeds42/43, each trained on all 1200 labeled images for 42 fixed epochs. ImageNet encoder, BCE+Dice, AdamW/cosine, four-flip TTA, threshold0.40 frozen from photo-group validation. Earlier submission used seed42 alone. AI-assisted implementation. |
| Reference: | N/A |
| Last submitted: | September 16, 2026 |
| Published: | September 16, 2026 at 17:53:36 |
| Submissions: | 2 |
| 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 17:57 | 82.0200 | 79.9100 | 66.5400 | 79.3700 | 80.4600 | 97.6200 |
| 2026-09-16 17:53 | 81.8500 | 79.6600 | 66.2000 | 79.9600 | 79.3700 | 97.6200 |