It's not reliable. Not sure about invisibility.
The talent description seems to imply that it's 100% effective and maybe it's not meant to be but I saw a bandit, hit him with flame, and lured him back and he disappeared from view. His hit point ticker is still showing his location though arcane eye is not.
Arcane Eye stealth detection
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