Event cameras stop reading one frame at a time: splitting long streams into multiple frames lifts THU-EACT-50 CHL accuracy from 30.5% to 78.7%
Sweden's defence research agency splits event streams into multiple frames before pre-training, reaching 78.7% on THU-EACT-50 CHL and 66.9% on DailyDVS-200 for long, complex actions using event data alone.