How do I get my poured linoleum floor clean?

I moved into my apartment about 2.5 years ago and I have never been able to get the floor clean. I have tried everything from magic eraser, Ajax, comet, pine sol, brilliant, steam mop, etc. I cannot get the floor clean.

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