I can't try because Apple Pay isn't available here yet. According to this support document it works without Touch ID (emphasis mine):
> To help ensure the security of Apple Pay, you must have a passcode set on your device and, optionally, Touch ID. [...] To send your payment information, you must authenticate using Touch ID or your passcode.
I believe ApplePay requires TouchID.