Corallite Segmentation on Astraeiformis Task C: diff. species
63mDSCFT + L_Topo (max tile overlap) + noise augmentation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.12026.05 | 63 | 87 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=102026.05 | 63 | 89 | |
| FT (fine-tuned)k=2242026.05 | 61 | 88 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=0.012026.05 | 61 | 87 | |
| FT + L_Topo (no tile overlap)k=224, T=12026.05 | 60 | 85 | |
| FT + L_Topo (no tile overlap)k=224, T=1002026.05 | 60 | 85 | |
| FT + L_Topo (max tile overlap) + noise augmentationk=50, T=12026.05 | 60 | 86 | |
| FT + L_Topo (no tile overlap)k=224, T=0.012026.05 | 59 | 85 | |
| FT + L_Topo (no tile overlap)k=224, T=0.12026.05 | 59 | 85 | |
| FT + L_Topo (no tile overlap)k=224, T=102026.05 | 59 | 85 | |
| FT (fine-tuned)k=1122026.05 | 57 | 80 | |
| FT (fine-tuned)k=502026.05 | 56 | 79 | |
| FT + L_Topo (max tile overlap)k=50, T=1002026.05 | 53 | 81 | |
| FT + L_Topo (max tile overlap)k=50, T=0.12026.05 | 52 | 80 | |
| FT + L_Topo (max tile overlap)k=50, T=0.012026.05 | 51 | 80 | |
| FT + L_Topo (max tile overlap)k=50, T=12026.05 | 51 | 79 | |
| FT + L_Topo (max tile overlap)k=50, T=102026.05 | 48 | 80 | |
| Pre-training onlyParameters=n/a2026.05 | 1 | 68 |