An Efficient CNN for Hand X-Ray Overall Scoring of Rheumatoid Arthritis

Table 4

Performance on our Sharp scoring dataset, comparison of different networks.

Model	↑	MAE↓	RMSE↓	params↓ (M)	Training time (each epoch)↓	value
ResNet-50 [30]	0.95	18.85	28.95	25	5 min 59 s	>0.05
MobileNetV2 [23]	0.93	18.94	29.85	2.2	2 min 42 s	>0.05
Ours	0.95	17.76	26.34	4.3	2 min 59 s	>0.05