The log will usually tell you which file is messed up. Don’t mess with what ain’t broken.
You can try starting the world without Sponge, and Forge should prompt you to run an automated backup anyway, so it should do little to no harm. If it still works OK, then just get rid of the level_sponge.dat files completely, and let them regenerate.
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