--- license: apache-2.0 metrics: - accuracy - f1 --- Predicts butterfly type given an image. See https://www.kaggle.com/code/dima806/100-butterfly-type-image-detection-vit for more details. ``` Classification report: precision recall f1-score support ADONIS 0.9348 0.8776 0.9053 49 AFRICAN GIANT SWALLOWTAIL 0.9800 1.0000 0.9899 49 AMERICAN SNOOT 0.9792 0.9400 0.9592 50 AN 88 1.0000 1.0000 1.0000 50 APPOLLO 0.9600 0.9796 0.9697 49 ARCIGERA FLOWER MOTH 0.9792 0.9592 0.9691 49 ATALA 1.0000 0.9592 0.9792 49 ATLAS MOTH 0.9057 0.9796 0.9412 49 BANDED ORANGE HELICONIAN 1.0000 1.0000 1.0000 49 BANDED PEACOCK 0.9792 0.9592 0.9691 49 BANDED TIGER MOTH 0.8936 0.8571 0.8750 49 BECKERS WHITE 0.9245 1.0000 0.9608 49 BIRD CHERRY ERMINE MOTH 1.0000 1.0000 1.0000 49 BLACK HAIRSTREAK 0.9583 0.9388 0.9485 49 BLUE MORPHO 0.9600 0.9796 0.9697 49 BLUE SPOTTED CROW 0.9792 0.9592 0.9691 49 BROOKES BIRDWING 1.0000 1.0000 1.0000 49 BROWN ARGUS 0.9074 0.9800 0.9423 50 BROWN SIPROETA 0.9800 1.0000 0.9899 49 CABBAGE WHITE 0.9800 0.9800 0.9800 50 CAIRNS BIRDWING 0.9804 1.0000 0.9901 50 CHALK HILL BLUE 0.8679 0.9200 0.8932 50 CHECQUERED SKIPPER 0.9796 0.9600 0.9697 50 CHESTNUT 0.9600 0.9796 0.9697 49 CINNABAR MOTH 1.0000 1.0000 1.0000 49 CLEARWING MOTH 0.8909 1.0000 0.9423 49 CLEOPATRA 0.9796 0.9796 0.9796 49 CLODIUS PARNASSIAN 0.9600 0.9600 0.9600 50 CLOUDED SULPHUR 0.8537 0.7143 0.7778 49 COMET MOTH 1.0000 0.9796 0.9897 49 COMMON BANDED AWL 0.9565 0.8980 0.9263 49 COMMON WOOD-NYMPH 0.9796 0.9796 0.9796 49 COPPER TAIL 0.9706 0.6735 0.7952 49 CRECENT 0.9796 0.9600 0.9697 50 CRIMSON PATCH 0.9804 1.0000 0.9901 50 DANAID EGGFLY 0.9792 0.9400 0.9592 50 EASTERN COMA 0.7458 0.8980 0.8148 49 EASTERN DAPPLE WHITE 0.8039 0.8367 0.8200 49 EASTERN PINE ELFIN 1.0000 0.9600 0.9796 50 ELBOWED PIERROT 1.0000 0.9600 0.9796 50 EMPEROR GUM MOTH 0.9388 0.9388 0.9388 49 GARDEN TIGER MOTH 0.8654 0.9184 0.8911 49 GIANT LEOPARD MOTH 1.0000 1.0000 1.0000 50 GLITTERING SAPPHIRE 1.0000 0.9796 0.9897 49 GOLD BANDED 0.9796 0.9796 0.9796 49 GREAT EGGFLY 0.8889 0.9796 0.9320 49 GREAT JAY 0.9375 0.9000 0.9184 50 GREEN CELLED CATTLEHEART 0.9796 0.9796 0.9796 49 GREEN HAIRSTREAK 1.0000 1.0000 1.0000 49 GREY HAIRSTREAK 0.9231 0.9796 0.9505 49 HERCULES MOTH 0.9167 0.8980 0.9072 49 HUMMING BIRD HAWK MOTH 1.0000 0.8571 0.9231 49 INDRA SWALLOW 1.0000 0.9592 0.9792 49 IO MOTH 1.0000 0.9388 0.9684 49 Iphiclus sister 1.0000 1.0000 1.0000 49 JULIA 1.0000 1.0000 1.0000 49 LARGE MARBLE 0.8723 0.8200 0.8454 50 LUNA MOTH 1.0000 0.9592 0.9792 49 MADAGASCAN SUNSET MOTH 1.0000 0.9796 0.9897 49 MALACHITE 1.0000 1.0000 1.0000 50 MANGROVE SKIPPER 0.9600 0.9796 0.9697 49 MESTRA 1.0000 0.9600 0.9796 50 METALMARK 0.9792 0.9592 0.9691 49 MILBERTS TORTOISESHELL 1.0000 0.9184 0.9574 49 MONARCH 0.9245 1.0000 0.9608 49 MOURNING CLOAK 1.0000 1.0000 1.0000 49 OLEANDER HAWK MOTH 1.0000 1.0000 1.0000 49 ORANGE OAKLEAF 0.9434 1.0000 0.9709 50 ORANGE TIP 0.9783 0.9184 0.9474 49 ORCHARD SWALLOW 1.0000 0.9796 0.9897 49 PAINTED LADY 0.9608 1.0000 0.9800 49 PAPER KITE 1.0000 0.9796 0.9897 49 PEACOCK 1.0000 1.0000 1.0000 49 PINE WHITE 0.9796 0.9796 0.9796 49 PIPEVINE SWALLOW 0.9074 0.9800 0.9423 50 POLYPHEMUS MOTH 0.8824 0.9184 0.9000 49 POPINJAY 1.0000 0.9796 0.9897 49 PURPLE HAIRSTREAK 0.9583 0.9388 0.9485 49 PURPLISH COPPER 0.8033 1.0000 0.8909 49 QUESTION MARK 0.8684 0.6735 0.7586 49 RED ADMIRAL 1.0000 0.9796 0.9897 49 RED CRACKER 0.9792 0.9592 0.9691 49 RED POSTMAN 0.9608 1.0000 0.9800 49 RED SPOTTED PURPLE 0.9800 1.0000 0.9899 49 ROSY MAPLE MOTH 0.9615 1.0000 0.9804 50 SCARCE SWALLOW 0.9412 0.9796 0.9600 49 SILVER SPOT SKIPPER 0.9074 1.0000 0.9515 49 SIXSPOT BURNET MOTH 1.0000 1.0000 1.0000 50 SLEEPY ORANGE 0.9057 0.9796 0.9412 49 SOOTYWING 0.9783 0.9184 0.9474 49 SOUTHERN DOGFACE 0.8148 0.8980 0.8544 49 STRAITED QUEEN 0.9796 0.9796 0.9796 49 TROPICAL LEAFWING 0.8889 0.9600 0.9231 50 TWO BARRED FLASHER 1.0000 0.9592 0.9792 49 ULYSES 1.0000 0.9592 0.9792 49 VICEROY 1.0000 0.9592 0.9792 49 WHITE LINED SPHINX MOTH 0.9615 1.0000 0.9804 50 WOOD SATYR 0.9412 0.9796 0.9600 49 YELLOW SWALLOW TAIL 0.9583 0.9388 0.9485 49 ZEBRA LONG WING 1.0000 0.9800 0.9899 50 accuracy 0.9561 4925 macro avg 0.9577 0.9561 0.9558 4925 weighted avg 0.9578 0.9561 0.9559 4925 ```