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mathaiml5
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adversarial-vision-transformers-robustness

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detailed_results · 3k rows

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train · 3k rows

model stringclasses 3 values	attack stringclasses 4 values	defense stringclasses 5 values	label int64 19 995	pred_label int64 4 995	image imagewidth (px) 224 224
vit	Clean	None	91	91
vit	Clean	blur	91	91
vit	Clean	compress	91	91
vit	Clean	patch_mask_zero	91	91
vit	Clean	patch_mask_blur	91	91
vit	token	None	91	457
vit	token	blur	91	596
vit	token	compress	91	91
vit	token	patch_mask_zero	91	457
vit	token	patch_mask_blur	91	457
vit	patch_perturbation	None	91	298
vit	patch_perturbation	blur	91	380
vit	patch_perturbation	compress	91	91
vit	patch_perturbation	patch_mask_zero	91	298
vit	patch_perturbation	patch_mask_blur	91	298
vit	patch_fool	None	91	336
vit	patch_fool	blur	91	336
vit	patch_fool	compress	91	336
vit	patch_fool	patch_mask_zero	91	336
vit	patch_fool	patch_mask_blur	91	336
vit	Clean	None	218	218
vit	Clean	blur	218	218
vit	Clean	compress	218	218
vit	Clean	patch_mask_zero	218	218
vit	Clean	patch_mask_blur	218	218
vit	token	None	218	218
vit	token	blur	218	218
vit	token	compress	218	218
vit	token	patch_mask_zero	218	218
vit	token	patch_mask_blur	218	218
vit	patch_perturbation	None	218	218
vit	patch_perturbation	blur	218	218
vit	patch_perturbation	compress	218	218
vit	patch_perturbation	patch_mask_zero	218	218
vit	patch_perturbation	patch_mask_blur	218	218
vit	patch_fool	None	218	216
vit	patch_fool	blur	218	216
vit	patch_fool	compress	218	216
vit	patch_fool	patch_mask_zero	218	216
vit	patch_fool	patch_mask_blur	218	216
vit	Clean	None	19	19
vit	Clean	blur	19	19
vit	Clean	compress	19	19
vit	Clean	patch_mask_zero	19	19
vit	Clean	patch_mask_blur	19	19
vit	token	None	19	19
vit	token	blur	19	19
vit	token	compress	19	19
vit	token	patch_mask_zero	19	19
vit	token	patch_mask_blur	19	19
vit	patch_perturbation	None	19	19
vit	patch_perturbation	blur	19	19
vit	patch_perturbation	compress	19	19
vit	patch_perturbation	patch_mask_zero	19	19
vit	patch_perturbation	patch_mask_blur	19	19
vit	patch_fool	None	19	19
vit	patch_fool	blur	19	19
vit	patch_fool	compress	19	19
vit	patch_fool	patch_mask_zero	19	19
vit	patch_fool	patch_mask_blur	19	19
vit	Clean	None	658	658
vit	Clean	blur	658	658
vit	Clean	compress	658	911
vit	Clean	patch_mask_zero	658	658
vit	Clean	patch_mask_blur	658	658
vit	token	None	658	850
vit	token	blur	658	658
vit	token	compress	658	588
vit	token	patch_mask_zero	658	588
vit	token	patch_mask_blur	658	850
vit	patch_perturbation	None	658	658
vit	patch_perturbation	blur	658	658
vit	patch_perturbation	compress	658	588
vit	patch_perturbation	patch_mask_zero	658	658
vit	patch_perturbation	patch_mask_blur	658	658
vit	patch_fool	None	658	850
vit	patch_fool	blur	658	658
vit	patch_fool	compress	658	850
vit	patch_fool	patch_mask_zero	658	636
vit	patch_fool	patch_mask_blur	658	850
vit	Clean	None	808	808
vit	Clean	blur	808	808
vit	Clean	compress	808	808
vit	Clean	patch_mask_zero	808	808
vit	Clean	patch_mask_blur	808	808
vit	token	None	808	752
vit	token	blur	808	917
vit	token	compress	808	808
vit	token	patch_mask_zero	808	808
vit	token	patch_mask_blur	808	752
vit	patch_perturbation	None	808	808
vit	patch_perturbation	blur	808	808
vit	patch_perturbation	compress	808	808
vit	patch_perturbation	patch_mask_zero	808	808
vit	patch_perturbation	patch_mask_blur	808	808
vit	patch_fool	None	808	515
vit	patch_fool	blur	808	808
vit	patch_fool	compress	808	808
vit	patch_fool	patch_mask_zero	808	515
vit	patch_fool	patch_mask_blur	808	515

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