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Multisource-121-DomainNet

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Multisource-121-DomainNet
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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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  license: apache-2.0
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  datasets:
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  - TNILab/DomainNet_FL
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+ ---
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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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+
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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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+
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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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+ ```