| The ImageNet-O dataset contains 2,000 natural adversarial examples. |
|
|
| @article{hendrycks2019nae, |
| title={Natural Adversarial Examples}, |
| author={Dan Hendrycks and Kevin Zhao and Steven Basart and Jacob Steinhardt and Dawn Song}, |
| journal={arXiv preprint arXiv:1907.07174}, |
| year={2019} |
| } |
|
|
| There are 200 classes we consider. The WordNet ID and a description of each class is as follows. |
|
|
| n01443537 goldfish |
| n01704323 triceratops |
| n01770081 harvestman |
| n01784675 centipede |
| n01819313 sulphur-crested cockatoo |
| n01820546 lorikeet |
| n01910747 jellyfish |
| n01917289 brain coral |
| n01968897 chambered nautilus |
| n02074367 dugong |
| n02317335 starfish |
| n02319095 sea urchin |
| n02395406 pig |
| n02454379 armadillo |
| n02606052 rock beauty |
| n02655020 pufferfish |
| n02666196 abacus |
| n02672831 accordion |
| n02730930 apron |
| n02777292 balance beam |
| n02783161 ballpoint pen |
| n02786058 Band-Aid |
| n02787622 banjo |
| n02791270 barbershop |
| n02808304 bath towel |
| n02817516 military cap |
| n02841315 binoculars |
| n02865351 bolo tie |
| n02877765 bottle cap |
| n02892767 bra |
| n02906734 broom |
| n02910353 buckle |
| n02916936 bulletproof vest |
| n02948072 candle |
| n02965783 car mirror |
| n03000134 chain-link fence |
| n03000684 chainsaw |
| n03017168 chime |
| n03026506 Christmas stocking |
| n03032252 movie theater |
| n03075370 combination lock |
| n03109150 corkscrew |
| n03126707 crane |
| n03134739 croquet ball |
| n03160309 dam |
| n03196217 digital clock |
| n03207743 dishcloth |
| n03218198 dog sled |
| n03223299 doormat |
| n03240683 drilling rig |
| n03271574 electric fan |
| n03291819 envelope |
| n03297495 espresso machine |
| n03314780 face powder |
| n03325584 feather boa |
| n03344393 fireboat |
| n03347037 fire screen sheet |
| n03372029 flute |
| n03376595 folding chair |
| n03388043 fountain |
| n03388183 fountain pen |
| n03400231 frying pan |
| n03445777 golf ball |
| n03457902 greenhouse |
| n03467068 guillotine |
| n03482405 hamper |
| n03483316 hair dryer |
| n03494278 harmonica |
| n03530642 honeycomb |
| n03544143 hourglass |
| n03584829 clothes iron |
| n03590841 jack-o'-lantern |
| n03598930 jigsaw puzzle |
| n03602883 joystick |
| n03649909 lawn mower |
| n03661043 library |
| n03666591 lighter |
| n03676483 lipstick |
| n03692522 loupe |
| n03706229 magnetic compass |
| n03717622 manhole cover |
| n03720891 maraca |
| n03721384 marimba |
| n03724870 mask |
| n03729826 match |
| n03733131 maypole |
| n03733281 maze |
| n03742115 medicine chest |
| n03786901 mortar |
| n03788365 mosquito net |
| n03794056 mousetrap |
| n03804744 nail |
| n03814639 neck brace |
| n03814906 necklace |
| n03825788 nipple |
| n03840681 ocarina |
| n03843555 oil filter |
| n03854065 organ |
| n03857828 oscilloscope |
| n03868863 oxygen mask |
| n03874293 paddle wheel |
| n03884397 pan flute |
| n03891251 park bench |
| n03908714 pencil sharpener |
| n03920288 Petri dish |
| n03929660 plectrum |
| n03930313 picket fence |
| n03937543 pill bottle |
| n03942813 ping-pong ball |
| n03944341 pinwheel |
| n03961711 plate rack |
| n03970156 plunger |
| n03982430 billiard table |
| n03991062 pot |
| n03995372 power drill |
| n03998194 prayer rug |
| n04005630 prison |
| n04023962 punching bag |
| n04033901 quill |
| n04040759 radiator |
| n04067472 reel |
| n04074963 remote control |
| n04116512 eraser |
| n04118776 ruler |
| n04125021 safe |
| n04127249 safety pin |
| n04131690 salt shaker |
| n04141975 weighing scale |
| n04153751 screw |
| n04154565 screwdriver |
| n04201297 shoji |
| n04204347 shopping cart |
| n04209133 shower cap |
| n04209239 shower curtain |
| n04228054 ski |
| n04235860 sleeping bag |
| n04243546 slot machine |
| n04252077 snowmobile |
| n04254120 soap dispenser |
| n04258138 solar thermal collector |
| n04265275 space heater |
| n04270147 spatula |
| n04275548 spider web |
| n04330267 stove |
| n04332243 strainer |
| n04336792 stretcher |
| n04347754 submarine |
| n04371430 swimsuit |
| n04371774 swing |
| n04372370 switch |
| n04376876 syringe |
| n04409515 tennis ball |
| n04417672 thatched roof |
| n04418357 front curtain |
| n04423845 thimble |
| n04429376 throne |
| n04435653 tile roof |
| n04442312 toaster |
| n04482393 tricycle |
| n04501370 turnstile |
| n04507155 umbrella |
| n04525305 vending machine |
| n04542943 waffle iron |
| n04554684 washing machine |
| n04557648 water bottle |
| n04562935 water tower |
| n04579432 whistle |
| n04591157 Windsor tie |
| n04597913 wooden spoon |
| n04599235 wool |
| n06785654 crossword |
| n06874185 traffic light |
| n07615774 ice pop |
| n07693725 bagel |
| n07695742 pretzel |
| n07697537 hot dog |
| n07711569 mashed potato |
| n07714990 broccoli |
| n07715103 cauliflower |
| n07716358 zucchini |
| n07717410 acorn squash |
| n07718472 cucumber |
| n07720875 bell pepper |
| n07742313 Granny Smith |
| n07745940 strawberry |
| n07747607 orange |
| n07749582 lemon |
| n07753275 pineapple |
| n07753592 banana |
| n07754684 jackfruit |
| n07768694 pomegranate |
| n07836838 chocolate syrup |
| n07871810 meatloaf |
| n07873807 pizza |
| n07880968 burrito |
| n09229709 bubble |
| n09472597 volcano |
| n12144580 corn |
| n12267677 acorn |
| n13052670 hen-of-the-woods |
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