Buckets:
| { | |
| "summary": { | |
| "n_models": 26, | |
| "models": [ | |
| "Barlow Twins", | |
| "VICReg", | |
| "SwAV", | |
| "DINOv2 ViT-B/14", | |
| "DINOv2 ViT-S/14", | |
| "DINOv2 ViT-L/14", | |
| "MoCo v3", | |
| "MAE ViT-L/16", | |
| "DINO ViT-S/16", | |
| "DINO ViT-B/16", | |
| "DINOv2 ViT-g/14", | |
| "MAE ViT-B/16", | |
| "ViT-L/16", | |
| "BEiTv2", | |
| "ConvNeXt Large", | |
| "ViT-B/16", | |
| "ConvNeXt Base", | |
| "CLIP ViT-B/16", | |
| "CLIP ViT-L/14", | |
| "SigLIP ViT-B/16", | |
| "SigLIP SoViT-400M", | |
| "BEiT", | |
| "CLIP ViT-B/32", | |
| "EVA-CLIP ViT-E/14", | |
| "EVA-CLIP ViT-B/16", | |
| "EVA-CLIP ViT-L/14" | |
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| "G.PR": { | |
| "r": 0.10175706384849538, | |
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| "R2": 0.010354500043066817 | |
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| "G.Iso": { | |
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| "R2": 0.012195656610377692 | |
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| "L.Iso": { | |
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| "p": 0.9766178387496675, | |
| "n": 26, | |
| "R2": 3.654597177549235e-05 | |
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| "JER": { | |
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| "R2": 0.4722002797455227 | |
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| "disc": { | |
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| "p": 2.877554112384543e-05, | |
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| "JER+Disc": { | |
| "R2": 0.7829973669623611, | |
| "LOO_R2": 0.7139457932658042, | |
| "n": 26 | |
| }, | |
| "by_family": { | |
| "Var-Decorr": { | |
| "binding_mean": 0.441, | |
| "JER_mean": 28.8, | |
| "models": [ | |
| "Barlow Twins", | |
| "VICReg" | |
| ] | |
| }, | |
| "Clustering": { | |
| "binding_mean": 0.34, | |
| "JER_mean": 29.9, | |
| "models": [ | |
| "SwAV" | |
| ] | |
| }, | |
| "Self-Distill": { | |
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| "JER_mean": 24.349999999999998, | |
| "models": [ | |
| "DINOv2 ViT-B/14", | |
| "DINOv2 ViT-S/14", | |
| "DINOv2 ViT-L/14", | |
| "DINO ViT-S/16", | |
| "DINO ViT-B/16", | |
| "DINOv2 ViT-g/14" | |
| ] | |
| }, | |
| "Contrastive": { | |
| "binding_mean": 0.224, | |
| "JER_mean": 16.3, | |
| "models": [ | |
| "MoCo v3" | |
| ] | |
| }, | |
| "Masked": { | |
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| "JER_mean": 23.525, | |
| "models": [ | |
| "MAE ViT-L/16", | |
| "MAE ViT-B/16", | |
| "BEiTv2", | |
| "BEiT" | |
| ] | |
| }, | |
| "Supervised": { | |
| "binding_mean": 0.161, | |
| "JER_mean": 16.2, | |
| "models": [ | |
| "ViT-L/16", | |
| "ConvNeXt Large", | |
| "ViT-B/16", | |
| "ConvNeXt Base" | |
| ] | |
| }, | |
| "Vision-Lang": { | |
| "binding_mean": 0.12375, | |
| "JER_mean": 19.974999999999998, | |
| "models": [ | |
| "CLIP ViT-B/16", | |
| "CLIP ViT-L/14", | |
| "SigLIP ViT-B/16", | |
| "SigLIP SoViT-400M", | |
| "CLIP ViT-B/32", | |
| "EVA-CLIP ViT-E/14", | |
| "EVA-CLIP ViT-B/16", | |
| "EVA-CLIP ViT-L/14" | |
| ] | |
| } | |
| }, | |
| "claim4": { | |
| "var_decorr": { | |
| "binding_mean": 44.1, | |
| "JER_mean": 28.8, | |
| "n": 2, | |
| "rows": [ | |
| { | |
| "model": "Barlow Twins", | |
| "binding": 0.446, | |
| "JER": 28.8 | |
| }, | |
| { | |
| "model": "VICReg", | |
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| } | |
| ] | |
| }, | |
| "clip": { | |
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| "JER_mean": 20.400000000000002, | |
| "n": 3, | |
| "rows": [ | |
| { | |
| "model": "CLIP ViT-B/16", | |
| "binding": 0.138, | |
| "JER": 20.8 | |
| }, | |
| { | |
| "model": "CLIP ViT-L/14", | |
| "binding": 0.13, | |
| "JER": 18.7 | |
| }, | |
| { | |
| "model": "CLIP ViT-B/32", | |
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| } | |
| ] | |
| } | |
| } | |
| }, | |
| "rows": [ | |
| { | |
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| { | |
| "model": "VICReg", | |
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| }, | |
| { | |
| "model": "SwAV", | |
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| "L.Iso": 0.8, | |
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| "disc": 0.75, | |
| "binding": 0.34 | |
| }, | |
| { | |
| "model": "DINOv2 ViT-B/14", | |
| "family": "Self-Distill", | |
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| "L.Iso": 0.82, | |
| "JER": 24.2, | |
| "disc": 0.746, | |
| "binding": 0.302 | |
| }, | |
| { | |
| "model": "DINOv2 ViT-S/14", | |
| "family": "Self-Distill", | |
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| "G.Iso": 0.94, | |
| "L.Iso": 0.82, | |
| "JER": 26.8, | |
| "disc": 0.75, | |
| "binding": 0.27 | |
| }, | |
| { | |
| "model": "DINOv2 ViT-L/14", | |
| "family": "Self-Distill", | |
| "G.PR": 0.21, | |
| "G.Iso": 0.94, | |
| "L.Iso": 0.83, | |
| "JER": 23.1, | |
| "disc": 0.724, | |
| "binding": 0.238 | |
| }, | |
| { | |
| "model": "MoCo v3", | |
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| "G.Iso": 0.9, | |
| "L.Iso": 0.85, | |
| "JER": 16.3, | |
| "disc": 0.75, | |
| "binding": 0.224 | |
| }, | |
| { | |
| "model": "MAE ViT-L/16", | |
| "family": "Masked", | |
| "G.PR": 0.01, | |
| "G.Iso": 0.71, | |
| "L.Iso": 0.72, | |
| "JER": 25.5, | |
| "disc": 0.5, | |
| "binding": 0.22 | |
| }, | |
| { | |
| "model": "DINO ViT-S/16", | |
| "family": "Self-Distill", | |
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| }, | |
| { | |
| "model": "DINO ViT-B/16", | |
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| }, | |
| { | |
| "model": "DINOv2 ViT-g/14", | |
| "family": "Self-Distill", | |
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| { | |
| "model": "MAE ViT-B/16", | |
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| { | |
| "model": "ViT-L/16", | |
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| }, | |
| { | |
| "model": "BEiTv2", | |
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| { | |
| "model": "ConvNeXt Large", | |
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| }, | |
| { | |
| "model": "ViT-B/16", | |
| "family": "Supervised", | |
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| }, | |
| { | |
| "model": "ConvNeXt Base", | |
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| }, | |
| { | |
| "model": "CLIP ViT-B/16", | |
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| }, | |
| { | |
| "model": "CLIP ViT-L/14", | |
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| "binding": 0.13 | |
| }, | |
| { | |
| "model": "SigLIP ViT-B/16", | |
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| { | |
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| { | |
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| { | |
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| }, | |
| { | |
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| { | |
| "model": "EVA-CLIP ViT-L/14", | |
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| } | |
| ] | |
| } |
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- 9.02 kB
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- 9c962331003c696bafbfe4efd3f3459e938739f330aefccd1994d9ed09bb925e
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