GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance Segmentation

Benchmark Model Rank Results
video-instance-segmentation-on-ovis-validationGRAtt-VIS (Swin-L)#10mask AP: 45.7AP50: 69.1AP75: 47.8AR1: 19.2AR10: 49.4
video-instance-segmentation-on-ovis-validationGRAtt-VIS (ResNet-50)#21mask AP: 36.2AP50: 60.8AP75: 36.8AR1: 16.8AR10: 40.1
video-instance-segmentation-on-youtube-vis-2021GRAtt-VIS (Swin-L)#5mask AP: 60.3AP50: 81.3AP75: 67.1AR1: 48.8AR10: 64.5
video-instance-segmentation-on-youtube-vis-2021GRAtt-VIS (ResNet-50)#19mask AP: 48.9AP50: 69.2AP75: 53.1AR1: 41.8AR10: 56.0