@ash: does it use anything other than default Yahoo toolbar? Yahoo toolbar also has an anti-phishing module.
It had an icon which said if the site was safe or not. I didn't try visiting any harmful sites to test it, so I am not sure if it actually blocks bad sites.
The toolbar was too big and wasn't customizable, I removed it without testing much