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VidEoMT Model Zoo - DINOv2

FPS measured on NVIDIA H100 with default torch.compile.

Video Instance Segmentation

YouTube-VIS 2019

Config AP AR10 FPS Download Init Weights
VidEoMT-S 52.8 62.2 294 Model Weights Segmenter Weights
VidEoMT-B 58.2 66.5 251 Model Weights Segmenter Weights
VidEoMT-L 68.6 73.9 160 Model Weights Segmenter Weights

YouTube-VIS 2021

Config AP AR10 FPS Download Init Weights
VidEoMT-L 63.1 68.1 160 Model Weights Segmenter Weights

YouTube-VIS 2022

Config APL ARL10 FPS Download Init Weights
VidEoMT-L 42.6 48.1 161 Model Weights Segmenter Weights

OVIS

Config AP AR10 FPS Download Init Weights
VidEoMT-L 52.5 57.5 115 Model Weights Segmenter Weights

Video Panoptic Segmentation

VIPSeg

Config VPQ STQ FPS Download Init Weights
VidEoMT-L 55.2 48.9 75 Model Weights Segmenter Weights

Video Semantic Segmentation

VSPW

Config mVC16 mIoU FPS Download Init Weights
VidEoMT-L 95.0 64.9 73 Model Weights Segmenter Weights