cubert-gmbh/steervit-commercial

SteerViT commercial checkpoints (mirror)

Unchanged copies of the commercially usable SteerViT checkpoints by Jona Ruthardt, Manu Gaur, Deva Ramanan, Makarand Tapaswi and Yuki M. Asano. Cubert GmbH mirrors them with the authors' permission, so that our software can pin and download them reproducibly.

• Upstream repository: JonaRuthardt/SteerViT, commit 1846972410faf266b9153253fd909b73b1f30346
• Paper: Steerable Visual Representations (ECCV 2026)
• Project page: jonaruthardt.github.io/project/SteerViT
• Licence: Apache-2.0 (see LICENSE), as stated by the authors for the checkpoints labelled "commercial".

Only the upstream checkpoints labelled "commercial" are mirrored here. The upstream research-only checkpoints (steervit_dinov2_base.pth, steervit_mae_base.pth, steervit_siglip_base.pth, steervit_siglip2_base.pth) are not part of this repository.

File	Backbone	Size (bytes)	sha256
steervit_dinov2_commercial_small.pth	DINOv2-Small	48 284 373	6c23756039ebddb01c262710cb2f9ea774e905a6e134946b3176dbcc96c969ee
steervit_dinov2_commercial_base.pth	DINOv2-Base	92 345 957	f863021d5aaedbfd4b11d5be639936f56cfe3111ab90db6b8f9c60e40ee64833
steervit_dinov2_commercial_large.pth	DINOv2-Large	235 029 421	6c7702a5b194db96c4211f3445eacaf3693a86638e45250603fbcd3bbbb69bb6

Usage is the same as upstream: download a file from this repository and load it with SteerViT.from_pretrained("steervit_dinov2_commercial_base.pth"); see the upstream model card for installation and the quick start.

Citation

@inproceedings{ruthardt2026steervit,
  title     = {Steerable Visual Representations},
  author    = {Ruthardt, Jona and Gaur, Manu and Ramanan, Deva and Tapaswi, Makarand and Asano, Yuki M.},
  booktitle = {European Conference on Computer Vision (ECCV)},
  year      = {2026}
}