Confusion bugs
COCO:
| bugs: given keyboard but no mouse images, COCO model predicts mouse | |
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| bugs: given laptop but no tv images, COCO model predicts tv | ||||
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| bugs: given oven but no microwave images, COCO model predicts microwave | ||||
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| bugs: given skis but no snowboard images, COCO model predicts snowboard | ||||
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| bugs: given backpack but no handbag images, COCO model predicts handbag | ||||
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| bugs: given car but no traffic light images, COCO model predicts traffic light | ||||
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| bugs: given car but no truck images, COCO model predicts truck | ||||
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| bugs: given chair but no couch images, COCO model predicts couch | ||||
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| bugs: given couch but no chair images, COCO model predicts chair | ||||
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| bugs: given fork but no spoon images, COCO model predicts spoon | ||||
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ImageNet:
| bugs: given cello images, ImageNet model predicts violin | |||
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| bugs: given frying_pan images, ImageNet model predicts wok | ||
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| bugs: given library images, ImageNet model predicts bookshop | ||
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| bugs: given police_van images, ImageNet model predicts ambulance | ||
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| bugs: given sunscreen images, ImageNet model predicts hair_spray | |
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| bugs: given upright images, ImageNet model predicts grand_piano | |||
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| bugs: given violin images, ImageNet model predicts cello | |||
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| bugs: given wok images, ImageNet model predicts frying_pan | |
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Robust CIFAR10:
| bugs: given cat images, Robust CIFAR10 model predicts dog | ||||
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| bugs: given dog images, Robust CIFAR10 model predicts cat | ||||
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| bugs: given bird images, Robust CIFAR10 model predicts deer | ||||
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| bugs: given deer images, Robust CIFAR10 model predicts bird | ||||
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| bugs: given automobile images, Robust CIFAR10 model predicts truck | ||||
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| bugs: given truck images, Robust CIFAR10 model predicts automobile | ||||
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CIFAR100:
| bugs: given girl images, CIFAR100 model predicts woman | ||||
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| bugs: given woman images, CIFAR100 model predicts girl | ||||
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| bugs: given girl images, CIFAR100 model predicts boy | ||||
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| bugs: given boy images, CIFAR100 model predicts girl | ||||
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| bugs: given oak_tree images, CIFAR100 model predicts maple_tree | ||||
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| bugs: given maple_tree images, CIFAR100 model predicts oak_tree | ||||
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| bugs: given mouse images, CIFAR100 model predicts shrew | ||||
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| bugs: given shrew images, CIFAR100 model predicts mouse | ||||
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| bugs: given bus images, CIFAR100 model predicts streetcar | ||||
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| bugs: given streetcar images, CIFAR100 model predicts bus | ||||
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