Background: Cosmetic filler injection can cause a variety of eye complications; however, there is currently no good way to evaluate injury severity and prognosis. By analyzing the injury manifestations of severe ocular complications following cosmetic filler injection and their prognosis, we propose a new injury severity scale. Methods: Twenty-two eyes of 22 patients experiencing ocular complications following cosmetic filler injection were followed for 6 months to observe injury characteristics, manifestations and prognosis. Best corrected visual acuity (BCVA), intraocular pressure (IOP), split lamp microscopy, fundus photography, optical coherence tomography (OCT), and fundus fluorescein angiography were examined at the onset and follow-up visits. Results: According to the immediate BCVA at the time of injury (with the presence or absence of brain infarction), a new injury severity scale was proposed, namely, Grades 1–4. Grade 1 (4 patients) and Grade 2 (2 patients) tended to have no atrophy of the globe. Grade 3 (12 patients) and Grade 4 (4 patients) were more likely to develop atrophy of the globe (4/12 patients and 2/4 patients, respectively) at the last follow-up. Grade 3 and Grade 4 were more likely to be complicated with ophthalmoplegia and ptosis (7/16 patients). Conclusions: The new injury severity scale we proposed can determine the prognosis of different ocular complications following cosmetic filler injection. Accordingly, we can inform injured patients regarding the possibility of phthisis bulbi and the extent of improvement of visual impairment, ophthalmoplegia, ptosis and stroke.