Apparently someone agreed, since Japanese singer Namie Amuro later covered it.
Still, my preferred version is Sophie's, a grown-up modern dance-disco-pop song full of distant longing, solidified in the realm of perfection with its piano and string riffs--one of those sadness-tinged songs to dance the night away to.
If you force me to connect this post to something actually currently relevant, Lake Heartbeat, a blog-featured Swedish indie-credible disco-pop project which features one of "Come My Way"'s co-writers, just released their debut album Trust In Numbers. That's not necessarily a recommendation--I haven't listened to it yet.
"Come My Way" is on Sophie Monk's only solo album, Calendar Girl, which you can buy here