In Defense of Online Models for Video Instance Segmentation

Benchmark Model Rank Results
video-instance-segmentation-on-ovis-1IDOL (Swin-L)#13mask AP: 42.6AP50: 65.7AP75: 45.2AR1: 17.9AR10: 49.6
video-instance-segmentation-on-ovis-1IDOL (ResNet-50)#27mask AP: 30.2AP50: 51.3AP75: 30AR1: 15AR10: 37.5
video-instance-segmentation-on-youtube-vis-1IDOL (ResNet-50)#13mask AP: 49.5AP50: 74AP75: 52.9AR1: 47.7AR10: 58.7
video-instance-segmentation-on-youtube-vis-2IDOL (Swin-L)#12mask AP: 56.1AP50: 80.8AP75: 63.5AR1: 45AR10: 60.1