Table 4.
Ablation study on different patch sizes.
Model | K | ACC | PA | WT | MT | BCA | OBL |
---|---|---|---|---|---|---|---|
TransMed-T | 1 | 86.8 ± 2.3 | 83.1 ± 12.4 | 90.1 ± 3.9 | 88.7 ± 10.1 | 78.3 ± 13.7 | 95.3 ± 5.9 |
TransMed-T | 2 | 87.0 ± 2.6 | 80.1 ± 13.8 | 87.3 ± 3.0 | 90.7 ± 5.1 | 82.5 ± 15.3 | 93.6 ± 3.3 |
TransMed-T | 4 | 86.4 ± 3.3 | 86.3 ± 17.2 | 87.0 ± 6.5 | 89.5 ± 3.6 | 75.5 ± 8.3 | 92.1 ± 7.2 |
TransMed-T | 8 | 80.0 ± 5.8 | 81.2 ± 17.4 | 81.1 ± 5.3 | 88.5 ± 4.2 | 63.9 ± 12.1 | 88.2 ± 13.6 |
TransMed-T | 16 | 65.2 ± 5.8 | 49.0 ± 32.2 | 72.1 ± 7.7 | 70.4 ± 7.9 | 62.3 ± 23.0 | 64.1 ± 14.5 |