Please refer to our code for details regarding dataset download and evaluation. Sample images of each concept in the Dataset are shown below.
Barn

Lighthouse

Castle

Canal Scene

Garden

Waterfall

Sculpture

Sculpture

Houseplant

Houseplant

Houseplant

Vase

Wooden-pot

Lamp

Cup

Helmet

Sunglasses

Sunglasses

Backpack

Glasses

Jacket

Jacket

Purse

Purse

Purse

Purse

Earring

Ring

Shoes

Shoes

Key-chain

Bear

Cup

Cup

Corkscrew

Headphone

Headphone

Book

book

Bottle

Cow Plushie

Bunny

Panda Plushie

Lobster Plushie

Penguin Plushie

Dice Plushie

Plushie

Unicorn Plushie

Tortoise Plushie

Happy Sad Plushie

Sad Plushie

Plushie

Teddybear

Music Instrument

Music Instrument

Music Instrument

Sofa

Sofa

Chair

Chair

Chair

Bike

Car

Car

Car

Car

Car

Car

Car

Car

Car

Car

Car

Motorbike

Tank

Dog

Dog

Dog

Dog

Cat

Cat

Cat

Cat

Cat

Cat

Kids' Table-Chair

Pokemon Toy

Toy Gnome

Toy Unicorn

Dish

Dish

Person

Person

Flower

Flower

Guitar Amplifier

Tuner

Action Figure

Action Figure

Action Figure

We are grateful to Sheng-Yu Wang, Songwei Ge, Daohan Lu, Ruihan Gao, Roni Shechtman, Avani Sethi, Yijia Wang, and Shagun Uppal for helping with the dataset collection.