润色：The CNN backbone networks used when cotnet is not in use in the table are all resnet We can see that the network performance has been significantly improved after joining cotnet

Revised: The CNN backbone networks employed in the table, when cotnet is not utilized, are all based on the resnet architecture. It is evident that the inclusion of cotnet has led to a substantial enhancement in the network's performance.