DVIS++: Improved Decoupled Framework for Universal Video Segmentation

Benchmark Model Rank Results
video-instance-segmentation-on-ovis-1DVIS++(VIT-L,Offline)#3mask AP: 53.4AP50: 78.9AP75: 58.5
video-instance-segmentation-on-ovis-1DVIS++(VIT-L, Online)#6mask AP: 49.6AP50: 72.5AP75: 55.0APho: 27.1APmo: 56.6
video-instance-segmentation-on-ovis-1DVIS++(R50, Offline)#17mask AP: 41.2AP50: 68.9AP75: 40.9AR1: 16.8AR10: 47.3
video-instance-segmentation-on-ovis-1DVIS++(R50, Online)#20mask AP: 37.2AP50: 62.8AP75: 37.3AR1: 15.8AR10: 42.9
video-instance-segmentation-on-youtube-vis-1DVIS++(ViT-L, Online)#2mask AP: 67.7AP50: 88.8AP75: 75.3AR1: 57.9AR10: 73.7
video-instance-segmentation-on-youtube-vis-2DVIS++(VIT-L, Offline)#3mask AP: 63.9AP50: 86.7AP75: 71.5AR1: 48.8AR10: 69.5
video-instance-segmentation-on-youtube-vis-2DVIS++(VIT-L, Online)#4mask AP: 62.3AP50: 82.7AP75: 70.2AR1: 49.5AR10: 68.0
video-instance-segmentation-on-youtube-vis-3DVIS++(VIT-L)#1mAP_L: 50.9AP50_L: 75.7AP75_L: 52.8AR1_L: 40.6AR10_L: 55.8
video-panoptic-segmentation-on-vipsegDVIS++(VIT-L)#3VPQ: 58.0STQ: 56.0
video-semantic-segmentation-on-vspwDVIS++(VIT-L)#1mIoU: 63.8