Segmentation on KIKERP multi-view
63.01mIoUMV Deform + SSL (Ours)
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MV Deform + SSL (Ours)pre-training=SSL2026.06 | 63.01 | 96.75 | 81.59 | 66.92 | 71.83 | |
| DinoV2 + Neck (Ours)Backbone=DinoV2, module=Neck2026.06 | 62.27 | 96.69 | 80.99 | 66.09 | 70.95 | |
| MV Deform (Ours)2026.06 | 62.08 | 96.63 | 78.75 | 66.44 | 70.75 | |
| DinoV2 + TFBackbone=DinoV2, head=Transformer [10]2026.06 | 61.83 | 96.64 | 80.5 | 65.63 | 70.44 | |
| DinoV2 + SSL (Ours)Backbone=DinoV2, pre-training=SSL2026.06 | 61.2 | 96.59 | 79.92 | 64.92 | 69.67 | |
| CNN2026.06 | 48.05 | 96.11 | 48.05 | 50 | 49.01 |