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CAVIS

Seunghun Lee, Jiwan Seo, Kiljoon Han, Minwoo Choi, Sunghoon Im (DGIST)

Sourcehuggingface.co/DGIST-CVLAB-Video/CAVIS/tree/4973efd2fdda29adc238db927737baac1f69e9bc
KindOtherVersionOffline ovis Vi TL 57.1Unratedgrade

Model source

Kind
Other
File size
169 MB–2.42 GB
Version
vOffline ovis Vi TL 57.1
Updated
Nov 5, 2026
Source
Hugging Face

Source description

CAVIS: Context-Aware Video Instance Segmentation (ICCV 2025)

Seunghun Lee, Jiwan Seo, Kiljoon Han, Minwoo Choi, Sunghoon Im (DGIST)

Link to Github
Link to Paper

Model Details

Model Architecture

Model Architecture

Model Sources [optional]

  • Repository:
  • **Paper:
  • **Demo:
  • **Github:

How to Get Started with the Model

Evaluation

Results

Sources

1 source
Hugging FacePrimaryVersion 4973efd2fdda29adc238db927737baac1f69e9bc
huggingface.co/DGIST-CVLAB-Video/CAVIS/tree/4973efd2fdda29adc238db927737baac1f69e9bc

Verified Nov 5

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Model artifacts

27 artifacts

CAVIS_offline_ovis_ViTL_57.1.pth

pth · 1.39 GB · SHA-256 0dc9977d772c…cc91 · Hugging Face

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CAVIS_offline_VIPSeg_R50_45.3.pth

pth · 262 MB · SHA-256 243cf1115fbb…88a1 · Hugging Face

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CAVIS_offline_VIPSeg_ViTL_58.5.pth

pth · 1.39 GB · SHA-256 3d2e511cdea8…4535 · Hugging Face

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CAVIS_offline_ytvis19_ViTL_69.4.pth

pth · 1.39 GB · SHA-256 1bb6e9047232…6a60 · Hugging Face

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CAVIS_offline_ytvis21_ViTL_65.3.pth

pth · 1.39 GB · SHA-256 f7d5808a3ef8…c568 · Hugging Face

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CAVIS_online_ovis_R50_37.6.pth

pth · 282 MB · SHA-256 16038bb821a2…6113 · Hugging Face

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CAVIS_online_ovis_SwinL_48.6.pth

pth · 865 MB · SHA-256 208280a68012…ae76 · Hugging Face

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CAVIS_online_ovis_ViTL_53.2.pth

pth · 1.33 GB · SHA-256 490a8789b6ae…7252 · Hugging Face

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CAVIS_online_VIPSeg_R50_42.4.pth

pth · 282 MB · SHA-256 6b20508d0615…8d21 · Hugging Face

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CAVIS_online_VIPSeg_ViTL_56.9.pth

pth · 1.33 GB · SHA-256 924acd5e4192…1c32 · Hugging Face

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CAVIS_online_ytvis19_R50_55.7.pth

pth · 207 MB · SHA-256 3849e3f16884…3ff7 · Hugging Face

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CAVIS_online_ytvis19_SwinL_66.0.pth

pth · 865 MB · SHA-256 2294e5dcbe46…93c4 · Hugging Face

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CAVIS_online_ytvis19_ViTL_68.9.pth

pth · 1.41 GB · SHA-256 72efa63ceea4…a438 · Hugging Face

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CAVIS_online_ytvis21_R50_50.5.pth

pth · 207 MB · SHA-256 233dd1ff819d…7427 · Hugging Face

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CAVIS_online_ytvis21_SwinL_61.1.pth

pth · 865 MB · SHA-256 5ba18d28f6a9…11de · Hugging Face

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CAVIS_online_ytvis21_ViTL_64.6.pth

pth · 1.33 GB · SHA-256 eb6e9fcd92c7…97bb · Hugging Face

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CAVIS_segmenter_ovis_R50_30.0.pth

pth · 507 MB · SHA-256 bb16c1f19cda…0c51 · Hugging Face

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CAVIS_segmenter_ovis_SwinL_41.2.pth

pth · 2.42 GB · SHA-256 076667877b84…5317 · Hugging Face

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CAVIS_segmenter_ovis_ViTL_45.5.pth

pth · 1.30 GB · SHA-256 f8696f57a60a…fb4a · Hugging Face

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CAVIS_segmenter_VIPSeg_R50_40.7.pth

pth · 507 MB · SHA-256 bcccde77cb55…a594 · Hugging Face

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CAVIS_segmenter_VIPSeg_ViTL_56.1.pth

pth · 1.30 GB · SHA-256 d0919a5da047…11a1 · Hugging Face

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CAVIS_segmenter_ytvis19_R50_51.9.pth

pth · 507 MB · SHA-256 9bd7fead454c…a7be · Hugging Face

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CAVIS_segmenter_ytvis19_SwinL_63.2.pth

pth · 827 MB · SHA-256 08adf833905c…cd70 · Hugging Face

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CAVIS_segmenter_ytvis19_ViTL_66.7.pth

pth · 1.63 GB · SHA-256 5f1ca6ab7dcf…c4f1 · Hugging Face

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CAVIS_segmenter_ytvis21_R50_47.4.pth

pth · 169 MB · SHA-256 f05e1b9abb18…6257 · Hugging Face

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CAVIS_segmenter_ytvis21_SwinL_57.8.pth

pth · 827 MB · SHA-256 d83d8c02e257…f395 · Hugging Face

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CAVIS_segmenter_ytvis21_ViTL_61.7.pth

pth · 1.63 GB · SHA-256 27ce560a9b74…2921 · Hugging Face

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Source excerpts

2 excerpts
ReadmeAug 28huggingface.co/DGIST-CVLAB-Video/CAVIS

--- license: mit language: - en pipeline_tag: video-classification --- # CAVIS: Context-Aware Video Instance Segmentation (ICCV 2025) Seunghun Lee, Jiwan Seo, Kiljoon Han, Minwoo Choi, Sunghoon Im (DGIST) Link to [Github](https://github.com/Seung-Hun-Lee/CAVIS) \ Link to [Paper](https://arxiv.org/abs/2407.03010) ## Model Details ![Model Architecture](images/CAVIS.PNG) ![Model Architecture](images/Method.png) ### Model Sources [optional] <!-- Provide the basic links for the model. --> - **Repository:** - **Paper: - **Demo: - **Github: ## How to Get Started with the Model ## Evaluation ### Results

NoteAug 28huggingface.co/DGIST-CVLAB-Video/CAVIS

Source context: 0 downloads · 1 likes · Pipeline video-classification · Repo DGIST-CVLAB-Video/CAVIS