PMT: Plain Mask Transformer for Image and Video Segmentation with Frozen Vision Encoders

Benchmark Model Rank Results
video-semantic-segmentation-on-vspwPMT-L (DINOv3-L frozen, online VSS) (extra data)#2mIoU: 65.7
video-instance-segmentation-on-youtube-vis-validationPMT-L (DINOv3-L frozen, online VIS) (extra data)#4mask AP: 69.2
video-instance-segmentation-on-youtube-vis-2021PMT-L (DINOv3-L frozen, online VIS) (extra data)#5mask AP: 64.3
video-instance-segmentation-on-ovis-validationPMT-L (DINOv3-L frozen, online VIS) (extra data)#7mask AP: 52.0
video-panoptic-segmentation-on-vipsegPMT-L (DINOv3-L frozen, online VPS) (extra data)#8VPQ: 55.5