The 6-foot-tall plaque was bolted and glued in place just beyond right field. Stadium officials say it suddenly disappeared.
Officials plan to review surveillance video to find out what happened.
The plaque was near the spot where Bonds' record-setting 756th home run landed. Another memorial honoring Bonds' 500 home runs remains in place.