Corallite Segmentation on Naturalis 6781 Ortho #1003 Task B: same species
71mDSCFT (fine-tuned)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FT (fine-tuned)k=502026.05 | 71 | 93 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.12026.05 | 71 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=0.012026.05 | 70 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=0.12026.05 | 70 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=12026.05 | 70 | 93 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.012026.05 | 70 | 92 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=12026.05 | 70 | 93 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=102026.05 | 70 | 93 | |
| FT (fine-tuned)k=1122026.05 | 69 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=102026.05 | 69 | 93 | |
| FT + L_Topo (max tile overlap)k=50, T=1002026.05 | 69 | 93 | |
| FT (fine-tuned)k=2242026.05 | 67 | 92 | |
| FT + L_Topo (no tile overlap)k=224, T=0.012026.05 | 65 | 92 | |
| FT + L_Topo (no tile overlap)k=224, T=102026.05 | 65 | 92 | |
| FT + L_Topo (no tile overlap)k=224, T=0.12026.05 | 64 | 92 | |
| FT + L_Topo (no tile overlap)k=224, T=12026.05 | 62 | 90 | |
| FT + L_Topo (no tile overlap)k=224, T=1002026.05 | 62 | 90 | |
| Pre-training onlyParameters=n/a2026.05 | 1 | 75 |