Table 2.

Hyperparameters used in MSML-DenseXmer.

S.No.	Hyperparameter	Optimal values	Experimental value
1	Batch size	4	4,8,16
2	Patch size	1	1, 2, 3, 4
3	Window size	7	4,7,8
4	Learning rate	1e-5	1e-4, 1e-3, 1e-2
5	Epoch	25	10, 15, 20, 25, 30, 35, 40, 45, and 50
6	Image size	224 × 224	224 × 224
7	Input channel	1	Gray scale image
8	Output channel	1	Gray scale image
9	Embedding dimension	96	48, 96, 192
10	Number of attention heads	3	1, 2, 3, 4, 6
11	MLP ratio	4	2, 3, 4
12	Number of RSTB blocks	3	1, 2, 3, 4, 5
13	Number of STL per RSTB	6	2, 4, 6, 8
14	Number of ST blocks per STL	2	1, 2, 3
15	MSML-Dense: Growth Rate	32	16, 32, 64