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--- |
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license: apache-2.0 |
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datasets: |
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- TNILab/DomainNet_FL |
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--- |
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```py |
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Classification Report: |
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precision recall f1-score support |
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barn 0.7483 0.8370 0.7902 270 |
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baseball_bat 0.9197 0.9333 0.9265 270 |
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basket 0.8302 0.8148 0.8224 270 |
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beach 0.7059 0.7556 0.7299 270 |
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bear 0.7500 0.7444 0.7472 270 |
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beard 0.5496 0.5741 0.5616 270 |
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bee 0.9004 0.9037 0.9020 270 |
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bird 0.7352 0.7815 0.7576 270 |
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blueberry 0.7230 0.7926 0.7562 270 |
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bowtie 0.8726 0.8370 0.8544 270 |
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bracelet 0.7328 0.7111 0.7218 270 |
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brain 0.8925 0.9222 0.9071 270 |
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bread 0.5573 0.6667 0.6071 270 |
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broccoli 0.9200 0.7667 0.8364 270 |
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bus 0.8442 0.8630 0.8535 270 |
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butterfly 0.9321 0.9148 0.9234 270 |
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circle 0.6038 0.8185 0.6950 270 |
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cloud 0.8201 0.8444 0.8321 270 |
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cruise_ship 0.8545 0.8481 0.8513 270 |
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dolphin 0.8286 0.8593 0.8436 270 |
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dumbbell 0.8705 0.8963 0.8832 270 |
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elephant 0.8598 0.8630 0.8614 270 |
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eye 0.8603 0.8667 0.8635 270 |
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eyeglasses 0.8425 0.7926 0.8168 270 |
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feather 0.8413 0.7852 0.8123 270 |
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fish 0.8169 0.8593 0.8375 270 |
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flower 0.7973 0.8741 0.8339 270 |
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foot 0.8152 0.8333 0.8242 270 |
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frog 0.9270 0.8000 0.8588 270 |
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giraffe 0.9026 0.8926 0.8976 270 |
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goatee 0.5171 0.5037 0.5103 270 |
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golf_club 0.6466 0.6778 0.6618 270 |
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grapes 0.8731 0.8407 0.8566 270 |
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grass 0.7359 0.6296 0.6786 270 |
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guitar 0.8386 0.8852 0.8613 270 |
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hamburger 0.8535 0.8630 0.8582 270 |
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hand 0.7824 0.6926 0.7348 270 |
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hat 0.7333 0.7741 0.7532 270 |
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headphones 0.8971 0.9037 0.9004 270 |
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helicopter 0.8992 0.8259 0.8610 270 |
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hexagon 0.9113 0.8370 0.8726 270 |
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hockey_stick 0.8419 0.8481 0.8450 270 |
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horse 0.8081 0.8889 0.8466 270 |
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hourglass 0.9161 0.9296 0.9228 270 |
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house 0.7524 0.8778 0.8103 270 |
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ice_cream 0.8821 0.8593 0.8705 270 |
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jacket 0.8621 0.7407 0.7968 270 |
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ladder 0.7051 0.8148 0.7560 270 |
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leg 0.5916 0.5741 0.5827 270 |
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lipstick 0.8889 0.8000 0.8421 270 |
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megaphone 0.8710 0.9000 0.8852 270 |
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monkey 0.8370 0.8556 0.8462 270 |
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moon 0.8527 0.8148 0.8333 270 |
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mushroom 0.8774 0.8481 0.8625 270 |
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necklace 0.8670 0.7481 0.8032 270 |
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owl 0.9179 0.9111 0.9145 270 |
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panda 0.9490 0.8963 0.9219 270 |
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pear 0.8832 0.8963 0.8897 270 |
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peas 0.7743 0.8259 0.7993 270 |
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penguin 0.8618 0.8778 0.8697 270 |
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pig 0.6767 0.8296 0.7454 270 |
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pillow 0.7359 0.6296 0.6786 270 |
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pineapple 0.9213 0.9111 0.9162 270 |
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pizza 0.9173 0.9444 0.9307 270 |
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pool 0.6717 0.6593 0.6654 270 |
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popsicle 0.7390 0.8074 0.7717 270 |
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rabbit 0.8345 0.8778 0.8556 270 |
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rhinoceros 0.9219 0.9185 0.9202 270 |
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rifle 0.9256 0.8296 0.8750 270 |
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river 0.6067 0.7370 0.6656 270 |
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sailboat 0.8606 0.9148 0.8869 270 |
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sandwich 0.7638 0.7667 0.7652 270 |
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sea_turtle 0.8794 0.9185 0.8986 270 |
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shark 0.8114 0.8444 0.8276 270 |
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shoe 0.8097 0.8667 0.8372 270 |
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skyscraper 0.7727 0.8185 0.7950 270 |
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snorkel 0.8238 0.6926 0.7525 270 |
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snowman 0.8736 0.8444 0.8588 270 |
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soccer_ball 0.9395 0.8630 0.8996 270 |
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speedboat 0.7649 0.7593 0.7621 270 |
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spider 0.9212 0.8222 0.8689 270 |
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spoon 0.8165 0.8074 0.8119 270 |
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square 0.4669 0.6259 0.5348 270 |
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squirrel 0.8394 0.7741 0.8054 270 |
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stethoscope 0.8566 0.8630 0.8598 270 |
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strawberry 0.8629 0.7926 0.8263 270 |
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streetlight 0.5000 0.6852 0.5781 270 |
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submarine 0.6850 0.6926 0.6888 270 |
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suitcase 0.8259 0.7556 0.7892 270 |
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sun 0.8082 0.6556 0.7239 270 |
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sweater 0.5912 0.6963 0.6395 270 |
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sword 0.8258 0.8074 0.8165 270 |
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table 0.5502 0.5481 0.5492 270 |
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teapot 0.9019 0.8852 0.8935 270 |
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teddy-bear 0.7906 0.8111 0.8007 270 |
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telephone 0.7836 0.7778 0.7807 270 |
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tent 0.7579 0.7074 0.7318 270 |
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The_Eiffel_Tower 0.8633 0.8889 0.8759 270 |
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The_Great_Wall_of_China 0.8893 0.8333 0.8604 270 |
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The_Mona_Lisa 0.8152 0.9148 0.8621 270 |
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tiger 0.8577 0.8259 0.8415 270 |
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toaster 0.6788 0.6889 0.6838 270 |
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tooth 0.8807 0.7926 0.8343 270 |
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tornado 0.7530 0.7000 0.7255 270 |
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tractor 0.9372 0.8296 0.8802 270 |
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train 0.7692 0.7407 0.7547 270 |
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tree 0.7639 0.8148 0.7885 270 |
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triangle 0.8852 0.8000 0.8405 270 |
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trombone 0.6653 0.5963 0.6289 270 |
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truck 0.7049 0.7963 0.7478 270 |
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trumpet 0.7463 0.5667 0.6442 270 |
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umbrella 0.9144 0.8704 0.8918 270 |
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vase 0.8148 0.7333 0.7719 270 |
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violin 0.8966 0.7704 0.8287 270 |
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watermelon 0.7970 0.8000 0.7985 270 |
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whale 0.7769 0.6963 0.7344 270 |
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windmill 0.8963 0.8963 0.8963 270 |
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wine_glass 0.8996 0.8630 0.8809 270 |
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yoga 0.7406 0.8037 0.7709 270 |
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zebra 0.9144 0.7519 0.8252 270 |
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zigzag 0.6502 0.6333 0.6417 270 |
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accuracy 0.7995 32670 |
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macro avg 0.8052 0.7995 0.8006 32670 |
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weighted avg 0.8052 0.7995 0.8006 32670 |
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``` |
