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coco_instance_pmt_large_640_dinov3

Image Segmentation
Transformers
PyTorch
vision
instance-segmentation
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metadata 
library_name: transformers
license: mit
tags:
  - vision
  - image-segmentation
  - instance-segmentation
  - pytorch
pipeline_tag: image-segmentation
datasets:
  - coco
base_model:
  - tue-mps/coco_instance_pmt_large_640_dinov3

PMT-DINOv3 (Large, 640px) for COCO Instance Segmentation

PyTorch Transformers

Overview

This is the large variant of the PMT-DINOv3 model trained for instance segmentation on COCO at 640x640 resolution.

Model Details

Property Value
Backbone DINOv3 ViT-L/16
Input Resolution 640x640
Task Instance Segmentation
Dataset COCO

Citation 

@inproceedings{cavagnero2026pmt,
    author    = {Cavagnero, Niccolò and Norouzi, Narges and Dubbelman, Gijs and de Geus, Daan},
    title     = {PMT: Plain Mask Transformer for Image and Video Segmentation with Frozen Vision Encoders},
    booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
    year      = {2026},
}

Acknowledgements