To provide an eraser-like cleaner for removing smear on a tile and glass, with which smear can be readily removed without damaging the tile and glass as if erasing characters with an eraser.

The eraser-like cleaner for removing smear on the tile and glass is obtained by kneading 5-85 wt.% of a styrene elastomer with 95-15 wt.% of an abrasive having a Mohs hardness of 2.0-4.0 and forming the mixture.