Table 3 Ablation study of combination (\(N_1, N_2, N_3, N_4\)) and patch embedding channel(C).
From: Acquire continuous and precise score for fundus image quality assessment: FTHNet and FQS dataset
(\(N_1,N_2,N_3,N_4\)) | C | SRCC | PLCC | RMSE | Params(M) |
|---|---|---|---|---|---|
(2, 2, 2, 2) | 32 | 0.9328 | 0.9409 | 7.328 | 4.748 |
(2, 2, 2, 2) | 64 | 0.9355 | 0.9418 | 7.127 | 11.70 |
(2, 2, 6, 2) | 32 | 0.9331 | 0.9439 | 7.094 | 5.558 |
(2, 2, 6, 2) | 64 | 0.9358 | 0.9442 | 7.024 | 14.88 |
(2, 2, 6, 2) | 96 | 0.9332 | 0.9404 | 7.156 | 30.34 |
(2, 4, 6, 2) | 32 | 0.9303 | 0.9424 | 7.161 | 5.662 |
(2, 4, 6, 2) | 64 | 0.9338 | 0.9437 | 6.962 | 15.28 |
(2, 4, 6, 2) | 96 | 0.9312 | 0.9430 | 6.971 | 31.23 |
(2, 2, 12, 2) | 64 | 0.9323 | 0.9415 | 7.112 | 19.64 |
(2, 2, 12, 2) | 96 | 0.9279 | 0.9395 | 7.039 | 41.02 |
(2, 2, 18, 2) | 64 | 0.9356 | 0.9416 | 7.266 | 24.40 |
(2, 2, 18, 2) | 96 | 0.9314 | 0.9374 | 7.2975 | 51.71 |
