Classification on KIKERP multi-view dataset
75Top-1 AccuracyMV Deform + SSL (Ours)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MV Deform + SSL (Ours)pre-training=SSL2026.06 | 75 | 84.44 | 62.04 | 64.99 | |
| DinoV2 + SSL (Ours)Backbone=DinoV2, pre-training=SSL2026.06 | 70 | 80 | 58.33 | 61.25 | |
| MV Deform (Ours)2026.06 | 70 | 80.01 | 58.33 | 61.25 | |
| DinoV2 + TFBackbone=DinoV2, head=Transformer [10]2026.06 | 67.5 | 80.86 | 56.48 | 59.26 | |
| CNN2026.06 | 65 | 52.08 | 48.15 | 44.51 | |
| DinoV22026.06 | 65 | 44.44 | 48.15 | 45.48 | |
| DinoV2 + Neck (Ours)Backbone=DinoV2, module=Neck2026.06 | 65 | 46.81 | 48.15 | 44.8 |