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CanViT: Toward Active-Vision Foundation Models
Paper • 2603.22570 • Published • 13 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in21k-dv3b16-2026-02-02
Image Feature Extraction • 98.1M • Updated • 377 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 126 • 1 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in1k-dv3b16-2026-06-22
Image Feature Extraction • 98.1M • Updated • 25
CanViT
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CanViT (Canvas Vision Transformer) is a scalable recurrent architecture for the Active-Vision Foundation Model (AVFM) era.
See https://github.com/m2b3/CanViT-PyTorch and CanViT: Toward Active-Vision Foundation Models for more.
Linear segmentation probes trained on frozen CanViT canvas features for ADE20K semantic segmentation (150 classes).
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canvit/probe-ade20k-40k-s512-c8-in21k
Image Segmentation • 160k • Updated • 31 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 29 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 24 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 27
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CanViT: Toward Active-Vision Foundation Models
Paper • 2603.22570 • Published • 13 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in21k-dv3b16-2026-02-02
Image Feature Extraction • 98.1M • Updated • 377 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 126 • 1 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in1k-dv3b16-2026-06-22
Image Feature Extraction • 98.1M • Updated • 25
Linear segmentation probes trained on frozen CanViT canvas features for ADE20K semantic segmentation (150 classes).
-
canvit/probe-ade20k-40k-s512-c8-in21k
Image Segmentation • 160k • Updated • 31 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 29 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 24 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 27
models 85
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-07-24
Image Classification • 95.9M • Updated • 17
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-from-in1k-2026-07-24
Image Classification • 95.9M • Updated • 11
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 29
canvit/probe-ade20k-40k-s512-c8-in21k
Image Segmentation • 160k • Updated • 31
canvit/probe-ade20k-40k-s512-c64-in21k
Image Segmentation • 160k • Updated • 65
canvit/probe-ade20k-40k-s512-c64-in1k
Image Segmentation • 160k • Updated • 17
canvit/probe-ade20k-40k-s512-c32-in21k
Image Segmentation • 160k • Updated • 87
canvit/probe-ade20k-40k-s512-c32-in1k
Image Segmentation • 160k • Updated • 17
canvit/probe-ade20k-40k-s512-c32-abl-vit-s
Image Segmentation • 160k • Updated • 12
canvit/probe-ade20k-40k-s512-c32-abl-rw-stride6
Image Segmentation • 160k • Updated • 9
datasets 0
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