CLIP_eval/zeroshot-templates.json

{
    "cifar10": [
        "a photo of a {c}.",
        "a blurry photo of a {c}.",
        "a black and white photo of a {c}.",
        "a low contrast photo of a {c}.",
        "a high contrast photo of a {c}.",
        "a bad photo of a {c}.",
        "a good photo of a {c}.",
        "a photo of a small {c}.",
        "a photo of a big {c}.",
        "a photo of the {c}.",
        "a blurry photo of the {c}.",
        "a black and white photo of the {c}.",
        "a low contrast photo of the {c}.",
        "a high contrast photo of the {c}.",
        "a bad photo of the {c}.",
        "a good photo of the {c}.",
        "a photo of the small {c}.",
        "a photo of the big {c}."
    ],
    "cifar100": [
        "a photo of a {c}.",
        "a blurry photo of a {c}.",
        "a black and white photo of a {c}.",
        "a low contrast photo of a {c}.",
        "a high contrast photo of a {c}.",
        "a bad photo of a {c}.",
        "a good photo of a {c}.",
        "a photo of a small {c}.",
        "a photo of a big {c}.",
        "a photo of the {c}.",
        "a blurry photo of the {c}.",
        "a black and white photo of the {c}.",
        "a low contrast photo of the {c}.",
        "a high contrast photo of the {c}.",
        "a bad photo of the {c}.",
        "a good photo of the {c}.",
        "a photo of the small {c}.",
        "a photo of the big {c}."
    ],
    "imagenet1k": [
        "a bad photo of a {c}.",
        "a photo of many {c}.",
        "a sculpture of a {c}.",
        "a photo of the hard to see {c}.",
        "a low resolution photo of the {c}.",
        "a rendering of a {c}.",
        "graffiti of a {c}.",
        "a bad photo of the {c}.",
        "a cropped photo of the {c}.",
        "a tattoo of a {c}.",
        "the embroidered {c}.",
        "a photo of a hard to see {c}.",
        "a bright photo of a {c}.",
        "a photo of a clean {c}.",
        "a photo of a dirty {c}.",
        "a dark photo of the {c}.",
        "a drawing of a {c}.",
        "a photo of my {c}.",
        "the plastic {c}.",
        "a photo of the cool {c}.",
        "a close-up photo of a {c}.",
        "a black and white photo of the {c}.",
        "a painting of the {c}.",
        "a painting of a {c}.",
        "a pixelated photo of the {c}.",
        "a sculpture of the {c}.",
        "a bright photo of the {c}.",
        "a cropped photo of a {c}.",
        "a plastic {c}.",
        "a photo of the dirty {c}.",
        "a jpeg corrupted photo of a {c}.",
        "a blurry photo of the {c}.",
        "a photo of the {c}.",
        "a good photo of the {c}.",
        "a rendering of the {c}.",
        "a {c} in a video game.",
        "a photo of one {c}.",
        "a doodle of a {c}.",
        "a close-up photo of the {c}.",
        "a photo of a {c}.",
        "the origami {c}.",
        "the {c} in a video game.",
        "a sketch of a {c}.",
        "a doodle of the {c}.",
        "a origami {c}.",
        "a low resolution photo of a {c}.",
        "the toy {c}.",
        "a rendition of the {c}.",
        "a photo of the clean {c}.",
        "a photo of a large {c}.",
        "a rendition of a {c}.",
        "a photo of a nice {c}.",
        "a photo of a weird {c}.",
        "a blurry photo of a {c}.",
        "a cartoon {c}.",
        "art of a {c}.",
        "a sketch of the {c}.",
        "a embroidered {c}.",
        "a pixelated photo of a {c}.",
        "itap of the {c}.",
        "a jpeg corrupted photo of the {c}.",
        "a good photo of a {c}.",
        "a plushie {c}.",
        "a photo of the nice {c}.",
        "a photo of the small {c}.",
        "a photo of the weird {c}.",
        "the cartoon {c}.",
        "art of the {c}.",
        "a drawing of the {c}.",
        "a photo of the large {c}.",
        "a black and white photo of a {c}.",
        "the plushie {c}.",
        "a dark photo of a {c}.",
        "itap of a {c}.",
        "graffiti of the {c}.",
        "a toy {c}.",
        "itap of my {c}.",
        "a photo of a cool {c}.",
        "a photo of a small {c}.",
        "a tattoo of the {c}."
    ],
    "food101": [
        "a photo of {c}, a type of food."
    ],
    "sun397": [
        "a photo of a {c}.",
        "a photo of the {c}."
    ],
    "cars": [
        "a photo of a {c}.",
        "a photo of the {c}.",
        "a photo of my {c}.",
        "i love my {c}!",
        "a photo of my dirty {c}.",
        "a photo of my clean {c}.",
        "a photo of my new {c}.",
        "a photo of my old {c}."
    ],
    "fgvc_aircraft": [
        "a photo of a {c}, a type of aircraft.",
        "a photo of the {c}, a type of aircraft."
    ],
    "dtd": [
        "a photo of a {c} texture.",
        "a photo of a {c} pattern.",
        "a photo of a {c} thing.",
        "a photo of a {c} object.",
        "a photo of the {c} texture.",
        "a photo of the {c} pattern.",
        "a photo of the {c} thing.",
        "a photo of the {c} object."
    ],
    "pets": [
        "a photo of a {c}, a type of pet."
    ],
    "caltech101": [
        "a photo of a {c}.",
        "a painting of a {c}.",
        "a plastic {c}.",
        "a sculpture of a {c}.",
        "a sketch of a {c}.",
        "a tattoo of a {c}.",
        "a toy {c}.",
        "a rendition of a {c}.",
        "a embroidered {c}.",
        "a cartoon {c}.",
        "a {c} in a video game.",
        "a plushie {c}.",
        "a origami {c}.",
        "art of a {c}.",
        "graffiti of a {c}.",
        "a drawing of a {c}.",
        "a doodle of a {c}.",
        "a photo of the {c}.",
        "a painting of the {c}.",
        "the plastic {c}.",
        "a sculpture of the {c}.",
        "a sketch of the {c}.",
        "a tattoo of the {c}.",
        "the toy {c}.",
        "a rendition of the {c}.",
        "the embroidered {c}.",
        "the cartoon {c}.",
        "the {c} in a video game.",
        "the plushie {c}.",
        "the origami {c}.",
        "art of the {c}.",
        "graffiti of the {c}.",
        "a drawing of the {c}.",
        "a doodle of the {c}."
    ],
    "flowers": [
        "a photo of a {c}, a type of flower."
    ],
    "mnist": [
        "a photo of the number: \"{c}\"."
    ],
    "stl10": [
        "a photo of a {c}.",
        "a photo of the {c}."
    ],
    "eurosat": [
        "a centered satellite photo of {c}.",
        "a centered satellite photo of a {c}.",
        "a centered satellite photo of the {c}."
    ],
    "gtsrb": [
        "a zoomed in photo of a \"{c}\" traffic sign.",
        "a centered photo of a \"{c}\" traffic sign.",
        "a close up photo of a \"{c}\" traffic sign."
    ],
    "country211": [
        "a photo i took in {c}.",
        "a photo i took while visiting {c}.",
        "a photo from my home country of {c}.",
        "a photo from my visit to {c}.",
        "a photo showing the country of {c}."
    ],
    "renderedsst2": [
        "a {c} review of a movie."
    ],
    "voc2007": [
        "a photo of a {c}."
    ],
    "voc2007_multilabel": [
        "a photo of a {c}."
    ],
    "fer2013": [
        "a photo of a {c} looking face.",
        "a photo of a face showing the emotion: {c}.",
        "a photo of a face looking {c}.",
        "a face that looks {c}.",
        "they look {c}.",
        "look at how {c} they are."
    ],
    "clevr_count_all": [
        "a picture of {c} objects"
    ],
    "clevr_closest_object_distance": [
        "{c} shapes."
    ],
    "pcam": [
        "a histopathology slide showing {c}",
        "histopathology image of {c}"
    ],
    "svhn": [
        "a photo of the number {c} written on a sign",
        "an outdoor house number {c}",
        "the number {c} in the center of the image",
        "an outdoor number {c} writte on a sign",
        "an outdoor number {c}",
        "a centered image of the number {c}"
    ],
    "resisc45": [
        "a sattelite image of {c}",
        "an aerial view of {c}",
        "a sattelite photo of {c}",
        "{c} from above"
    ],
    "kitti_closest_vehicle_distance": [
        "{c}"
    ],
    "smallnorb_label_azimuth": [
        "an object rotated at {c}",
        "something rotated at {c}",
        "{c} rotation",
        "something at a {c} angle"
    ],
    "smallnorb_label_elevation": [
        "an object rotated at {c}",
        "something rotated at {c}",
        "{c} rotation",
        "something at a {c} angle"
    ],
    "dsprites_label_x_position": [
        "an object located at position {c}% on the horizontal axis"
    ],
    "dsprites_label_orientation": [
        "an object rotated at {c}",
        "something rotated at {c}",
        "{c} rotation",
        "something at a {c} angle"
    ],
    "dmlab": [
        "{c}"
    ],
    "diabetic_retinopathy": [
        "a retinal image with {c}"
    ],
    "dummy": [
        "a photo of a {c}"
    ]
}