In the early 2000s, Vishnu has been observed in the thermal-infrared by the Keck telescope on Mauna Kea, Hawaii. The asteroid measures approximately 420 meters in diameter and its surface has a high albedo of 0.520. As of 2017, Vishnu's rotation period and shape remain unknown as no lightcurves have yet been obtained.