Need help for my Wynncraft game performance

I have tried the mods along with some of Olinus' suggestions and It was great, I don't lag as much as before, There is still some lag spike but it is much more bearable now. However, Artemis does have its downside since it is not completely identical to Wynntils and not having the big map feature. I also used a dark mode resource pack for 1.12 but playing in 1.18 bugged it out.
Generally, playing in the 1.18 fabric improved my gameplay but the limited utilities in Artemis alongside my unfamiliarities with it only made it suitable for doing quests or exploring the map while 1.12 forge Wynntils is suitable for lootrunning, raids and boss, and some stuff that Wynntils just do it better.
Do you have any mod suggestions for forge too that can also improve my gameplay and my fps even if it can't be as good as fabric's mods?

 

Actually, the big map feature was just added to the latest version of Artemis, but there isn't any mod that can improve your game performance other than OptiFine for 1.12.