Table 3 Ablation experiment on the size of patches divided by tokenization operation.
Variants | [\(S_1, S_2, S_3, S_4\)] | FLOPs (G) | Rank-1 | mAP |
---|---|---|---|---|
\(V_1\) | [11, 0, 0, 0] | 10.84 | 68.1 | 59.8 |
\(V_2\) | [11, 0, 0, 0] | 14.31 | 68.7 | 60.7 |
\(V_3\) | [11, 0, 0, 0] | 16.03 | 68.4 | 60.3 |
\(V_4\) | [2, 9, 0, 0] | 11.14 | 68.4 | 58.8 |
\(V_5\) | [0, 9, 2, 0] | 12.45 | 69.6 | 61.6 |
\(V_6\) | [0, 9, 0, 2] | 15.46 | 69.7 | 61.5 |