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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 • 690 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 23 • 1 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in1k-dv3b16-2026-06-22
Image Feature Extraction • 98.1M • Updated • 122
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 • 4 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 8 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 5 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 8
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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 • 690 • 3 -
canvit/canvitb16-add-vpe-finetune-g128px-s512px-in1k-2026-04-06
Image Classification • 95.9M • Updated • 23 • 1 -
canvit/canvitb16-add-vpe-pretrain-g128px-s512px-in1k-dv3b16-2026-06-22
Image Feature Extraction • 98.1M • Updated • 122
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 • 4 -
canvit/probe-ade20k-40k-s512-c9-in21k
Image Segmentation • 160k • Updated • 8 -
canvit/probe-ade20k-40k-s512-c10-in21k
Image Segmentation • 160k • Updated • 5 -
canvit/probe-ade20k-40k-s512-c12-in21k
Image Segmentation • 160k • Updated • 8
models 67
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s7
Reinforcement Learning • 5.54M • Updated • 68
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s6
Reinforcement Learning • 5.54M • Updated • 66
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s5
Reinforcement Learning • 5.54M • Updated • 75
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s4
Reinforcement Learning • 5.54M • Updated • 70
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s3
Reinforcement Learning • 5.54M • Updated • 72
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s2
Reinforcement Learning • 5.54M • Updated • 75
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s1
Reinforcement Learning • 5.54M • Updated • 72
canvit/pgpolicy-ade20k-c64-t5-floorband-2026-07-07-s0
Reinforcement Learning • 5.54M • Updated • 72
canvit/pgpolicy-ade20k-c64-t5-2026-07-06-sweep-trial0012
Reinforcement Learning • 5.54M • Updated • 73
canvit/pgpolicy-ade20k-c64-t5-floor-2026-07-05-s0
Reinforcement Learning • 5.54M • Updated • 77
datasets 0
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