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Sketch-126-DomainNet

Image Classification
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Safetensors
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Sketch-126-DomainNet
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  license: apache-2.0
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  datasets:
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  - Bruece/domainnet-126-by-class-sketch
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: apache-2.0
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  datasets:
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  - Bruece/domainnet-126-by-class-sketch
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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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+ aircraft_carrier 1.0000 0.2200 0.3607 50
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+ alarm_clock 0.9873 0.9568 0.9718 162
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+ ant 0.9432 0.9326 0.9379 89
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+ anvil 0.2727 0.0423 0.0732 71
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+ asparagus 0.9673 0.8916 0.9279 166
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+ axe 0.8034 0.8773 0.8387 163
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+ banana 0.9744 0.9383 0.9560 162
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+ basket 0.7160 0.7682 0.7412 151
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+ bathtub 0.8073 0.9281 0.8635 167
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+ bear 0.8636 0.6690 0.7540 142
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+ bee 0.9196 0.8957 0.9075 115
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+ bird 0.9094 0.9429 0.9259 245
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+ blackberry 1.0000 0.1250 0.2222 48
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+ blueberry 0.6744 0.8529 0.7532 102
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+ bottlecap 0.7468 0.5315 0.6211 111
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+ broccoli 0.7727 0.9444 0.8500 144
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+ bus 0.9302 0.8989 0.9143 178
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+ butterfly 0.9594 0.9497 0.9545 199
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+ cactus 1.0000 0.6735 0.8049 49
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+ cake 0.0000 0.0000 0.0000 54
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+ calculator 0.9298 0.9636 0.9464 55
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+ camel 0.9208 0.8942 0.9073 104
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+ camera 0.9200 0.7931 0.8519 87
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+ candle 0.9556 0.6935 0.8037 62
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+ cannon 0.7500 0.2027 0.3191 74
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+ canoe 0.8000 0.5825 0.6742 103
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+ carrot 0.0000 0.0000 0.0000 27
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+ castle 0.9583 0.5111 0.6667 45
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+ cat 0.8961 0.6635 0.7624 104
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+ ceiling_fan 0.0000 0.0000 0.0000 20
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+ cell_phone 0.0000 0.0000 0.0000 18
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+ cello 0.9600 0.4706 0.6316 51
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+ chair 0.8043 0.4805 0.6016 77
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+ chandelier 0.0000 0.0000 0.0000 27
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+ coffee_cup 0.0000 0.0000 0.0000 26
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+ compass 0.0000 0.0000 0.0000 10
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+ computer 0.2500 0.0435 0.0741 23
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+ cow 0.0000 0.0000 0.0000 14
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+ crab 0.9123 0.8525 0.8814 122
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+ crocodile 0.9280 0.8992 0.9134 129
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+ cruise_ship 0.7467 0.9032 0.8175 124
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+ dog 0.8533 0.8911 0.8718 248
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+ dolphin 0.9091 0.8824 0.8955 68
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+ dragon 0.7914 0.8269 0.8088 156
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+ drums 0.9259 0.8772 0.9009 171
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+ duck 0.8409 0.8409 0.8409 220
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+ dumbbell 0.9507 0.9184 0.9343 147
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+ elephant 0.9630 0.9765 0.9697 213
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+ eyeglasses 0.8155 0.7919 0.8035 173
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+ feather 0.9344 0.9344 0.9344 244
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+ fence 0.8796 0.8482 0.8636 112
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+ fish 0.9527 0.9495 0.9511 297
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+ flamingo 0.9818 0.9474 0.9643 114
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+ flower 0.8267 0.9219 0.8717 269
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+ foot 0.7743 0.8578 0.8140 204
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+ fork 0.9366 0.9433 0.9399 141
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+ frog 0.9620 0.9383 0.9500 162
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+ giraffe 0.9655 0.9396 0.9524 149
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+ goatee 0.7914 0.8897 0.8377 145
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+ grapes 0.9132 0.9609 0.9364 230
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+ guitar 0.8462 0.9862 0.9108 145
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+ hammer 0.8333 0.4386 0.5747 57
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+ helicopter 0.9441 0.9620 0.9530 158
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+ helmet 0.8509 0.8204 0.8354 167
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+ horse 0.9091 0.9877 0.9467 81
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+ kangaroo 0.9592 0.9691 0.9641 97
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+ lantern 0.0000 0.0000 0.0000 30
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+ laptop 0.8273 0.9200 0.8712 250
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+ leaf 0.8449 0.8870 0.8655 301
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+ lion 0.9697 0.9734 0.9715 263
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+ lipstick 0.9634 0.8977 0.9294 88
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+ lobster 0.9265 0.9130 0.9197 138
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+ microphone 0.8917 0.8770 0.8843 122
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+ monkey 0.9297 0.8947 0.9119 133
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+ mosquito 0.9052 0.9211 0.9130 114
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+ mouse 0.8632 0.8039 0.8325 102
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+ mug 0.6928 0.7737 0.7310 137
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+ mushroom 0.8174 0.8861 0.8504 202
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+ onion 0.9538 0.9841 0.9688 126
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+ panda 0.9643 0.8710 0.9153 62
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+ peanut 0.8302 0.8462 0.8381 104
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+ pear 0.7966 0.9658 0.8731 146
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+ peas 0.6667 0.8438 0.7448 64
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+ pencil 0.0000 0.0000 0.0000 21
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+ penguin 0.9586 0.9701 0.9643 167
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+ pig 0.8983 0.8785 0.8883 181
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+ pillow 0.9570 0.9674 0.9622 92
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+ pineapple 0.9808 0.9714 0.9761 105
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+ potato 0.9444 0.5231 0.6733 65
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+ power_outlet 0.5556 0.0676 0.1205 74
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+ purse 0.9220 0.7182 0.8075 181
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+ rabbit 0.9697 0.8767 0.9209 73
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+ raccoon 0.7850 0.9097 0.8428 277
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+ rhinoceros 0.9863 0.9863 0.9863 146
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+ rifle 0.9143 0.9796 0.9458 98
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+ saxophone 0.9381 0.8618 0.8983 246
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+ screwdriver 0.7709 0.8706 0.8177 286
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+ sea_turtle 0.9698 0.9507 0.9602 203
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+ see_saw 0.3296 0.5738 0.4187 413
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+ sheep 0.9254 0.9153 0.9203 366
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+ shoe 0.9395 0.9688 0.9539 513
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+ skateboard 0.7365 0.7831 0.7591 332
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+ snake 0.8005 0.8737 0.8355 372
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+ speedboat 0.8388 0.8833 0.8605 377
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+ spider 0.7954 0.8696 0.8309 514
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+ squirrel 0.8511 0.8484 0.8498 310
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+ strawberry 0.8313 0.8471 0.8391 157
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+ streetlight 0.7944 0.8134 0.8038 209
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+ string_bean 0.7143 0.3000 0.4225 50
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+ submarine 0.5916 0.6975 0.6402 162
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+ swan 0.8966 0.8387 0.8667 186
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+ table 0.6705 0.7522 0.7090 230
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+ teapot 0.8464 0.8968 0.8709 252
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+ teddy-bear 0.6818 0.8385 0.7521 161
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+ television 0.8974 0.7071 0.7910 99
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+ the_Eiffel_Tower 0.9860 0.9679 0.9769 218
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+ the_Great_Wall_of_China 0.6389 0.8440 0.7273 109
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+ tiger 0.9417 0.9604 0.9510 303
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+ toe 0.0000 0.0000 0.0000 53
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+ train 0.8650 0.9010 0.8827 192
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+ truck 0.8136 0.9372 0.8710 191
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+ umbrella 0.8650 0.8913 0.8779 230
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+ vase 0.8082 0.8082 0.8082 146
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+ watermelon 0.8947 0.8333 0.8629 102
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+ whale 0.8910 0.8744 0.8826 215
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+ zebra 0.9817 0.9727 0.9772 220
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+
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+ accuracy 0.8440 19317
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+ macro avg 0.7818 0.7419 0.7475 19317
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+ weighted avg 0.8404 0.8440 0.8352 19317
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+ ```