Corallite Segmentation on Naturalis 6781 Growth #2499 Task A: same axis
77mDSCFT + L_Topo (no tile overlap)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FT + L_Topo (no tile overlap)k=224, T=1002026.05 | 77 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=0.012026.05 | 77 | 94 | |
| FT + L_Topo (max tile overlap)k=50, T=0.12026.05 | 77 | 94 | |
| FT + L_Topo (max tile overlap)k=50, T=12026.05 | 77 | 94 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.12026.05 | 77 | 94 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=12026.05 | 77 | 94 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=102026.05 | 77 | 94 | |
| FT (fine-tuned)k=1122026.05 | 76 | 94 | |
| FT (fine-tuned)k=502026.05 | 76 | 94 | |
| FT + L_Topo (no tile overlap)k=224, T=0.012026.05 | 76 | 93 | |
| FT + L_Topo (no tile overlap)k=224, T=0.12026.05 | 76 | 93 | |
| FT + L_Topo (no tile overlap)k=224, T=12026.05 | 76 | 93 | |
| FT + L_Topo (no tile overlap)k=224, T=102026.05 | 76 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=102026.05 | 76 | 94 | |
| FT + L_Topo (max tile overlap)k=50, T=1002026.05 | 76 | 94 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.012026.05 | 76 | 94 | |
| FT (fine-tuned)k=2242026.05 | 75 | 93 | |
| Pre-training onlyParameters=n/a2026.05 | 0.8 | 66 |