A　modified　floor　field　model　is　proposed　to　simulate　the　pedestrian　evacuation　behavior　in　a　room　with　multiple　exits　by　considering　a　remainder　direction　visual　field.　A　remainder　direction　visual　field　is　used　to　describe　the　pedestrian＇s　prediction　on　the　propagation　of　pedestrian　flow　with　a　direction　visual　field.　The　prediction　not　only　relies　upon　the　number　of　pedestrians　in　front　of　the　pedestrian　in　the　visual　area,　but　also　on　the　remainder　directions.　The　proposed　model　outperforms　most　similar　models　in　such　a　scenario　so　pedestrians　are　initially　distributed　in　a　room＇s　specified　zone.　Simulation　results　show　that　the　consideration　of　a　remainder　direction　visual　field　can　better　reproduce　the　evacuation　process　and　improve　evacuation　efficiency.　©　ASCE.