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---
license: apache-2.0
metrics:
- accuracy
- f1
---
Returns mushroom type given an image.
See https://www.kaggle.com/code/dima806/mushrooms-image-detection-vit for more details.
```
Classification report:
precision recall f1-score support
Urnula craterium 0.9718 0.9884 0.9800 2334
Leccinum albostipitatum 0.7707 0.9071 0.8334 2335
Lactarius deliciosus 0.9273 0.8253 0.8733 2335
Clitocybe nebularis 0.9427 0.9452 0.9439 2334
Hypholoma fasciculare 0.9010 0.8030 0.8492 2335
Lactarius torminosus 0.8876 0.9268 0.9068 2335
Lycoperdon perlatum 0.9582 0.9623 0.9603 2335
Verpa bohemica 0.9936 0.9961 0.9949 2335
Schizophyllum commune 0.9296 0.9666 0.9477 2335
Leccinum aurantiacum 0.7042 0.4822 0.5724 2335
Phellinus igniarius 0.8552 0.8398 0.8475 2335
Suillus luteus 0.7131 0.3246 0.4461 2335
Coltricia perennis 0.9767 0.9315 0.9535 2335
Cetraria islandica 0.9872 0.9906 0.9889 2335
Amanita muscaria 0.9930 0.9786 0.9858 2335
Pholiota aurivella 0.9279 0.9490 0.9384 2334
Trichaptum biforme 0.8817 0.8647 0.8731 2335
Artomyces pyxidatus 0.9996 0.9957 0.9976 2335
Calocera viscosa 1.0000 0.9983 0.9991 2334
Sarcosoma globosum 0.9805 0.9683 0.9744 2335
Evernia prunastri 0.8305 0.8835 0.8562 2335
Laetiporus sulphureus 0.9576 0.9769 0.9671 2335
Lobaria pulmonaria 0.9700 0.9833 0.9766 2335
Bjerkandera adusta 0.8617 0.7927 0.8258 2335
Vulpicida pinastri 0.9767 0.9867 0.9817 2335
Imleria badia 0.7607 0.8295 0.7936 2334
Evernia mesomorpha 0.9088 0.9049 0.9069 2335
Physcia adscendens 0.8699 0.7931 0.8297 2335
Coprinellus micaceus 0.9055 0.8942 0.8998 2335
Armillaria borealis 0.9276 0.6094 0.7356 2335
Trametes ochracea 0.7787 0.6587 0.7137 2335
Cantharellus cibarius 0.8939 0.9709 0.9308 2335
Pseudevernia furfuracea 0.8862 0.8403 0.8626 2335
Tremella mesenterica 0.9944 0.9944 0.9944 2335
Gyromitra infula 0.9681 0.9482 0.9580 2334
Leccinum versipelle 0.7412 0.7863 0.7631 2335
Mutinus ravenelii 0.9970 1.0000 0.9985 2335
Pholiota squarrosa 0.8288 0.9268 0.8751 2335
Amanita rubescens 0.8573 0.9083 0.8820 2334
Amanita pantherina 0.9326 0.8595 0.8946 2335
Sarcoscypha austriaca 0.9957 0.9919 0.9938 2334
Boletus edulis 0.5838 0.9456 0.7219 2335
Coprinus comatus 0.9649 0.9889 0.9767 2335
Merulius tremellosus 0.8662 0.9267 0.8955 2334
Stropharia aeruginosa 0.9841 0.9816 0.9828 2335
Cladonia fimbriata 0.9587 0.9833 0.9708 2335
Suillus grevillei 0.9108 0.4767 0.6258 2335
Apioperdon pyriforme 0.9079 0.9546 0.9307 2335
Cerioporus squamosus 0.9361 0.9726 0.9540 2334
Leccinum scabrum 0.7393 0.9036 0.8133 2335
Rhytisma acerinum 0.9996 0.9953 0.9974 2335
Hypholoma lateritium 0.8489 0.9122 0.8794 2335
Flammulina velutipes 0.8831 0.9062 0.8945 2335
Tricholomopsis rutilans 0.9455 0.8552 0.8981 2335
Coprinopsis atramentaria 0.9215 0.9345 0.9279 2335
Trametes versicolor 0.8257 0.8985 0.8605 2335
Graphis scripta 0.9772 0.9901 0.9836 2335
Ganoderma applanatum 0.9168 0.9529 0.9345 2335
Phellinus tremulae 0.9129 0.8668 0.8893 2335
Peltigera aphthosa 0.9858 0.9816 0.9837 2335
Parmelia sulcata 0.8939 0.9272 0.9102 2335
Fomitopsis betulina 0.8706 0.9542 0.9105 2334
Pleurotus pulmonarius 0.8788 0.8942 0.8864 2335
Fomitopsis pinicola 0.9464 0.9679 0.9570 2335
Daedaleopsis confragosa 0.7503 0.8432 0.7940 2334
Hericium coralloides 0.9927 0.9901 0.9914 2334
Trametes hirsuta 0.8359 0.8574 0.8465 2335
Coprinellus disseminatus 0.9360 0.9452 0.9405 2335
Kuehneromyces mutabilis 0.7611 0.9263 0.8356 2335
Pleurotus ostreatus 0.6983 0.8921 0.7834 2335
Phlebia radiata 0.9673 0.9627 0.9650 2335
Boletus reticulatus 0.9335 0.2223 0.3590 2335
Phallus impudicus 0.9960 0.9593 0.9773 2335
Macrolepiota procera 0.9743 0.9919 0.9830 2335
Fomes fomentarius 0.9151 0.9370 0.9259 2334
Suillus granulatus 0.4809 0.9237 0.6325 2334
Gyromitra esculenta 0.9364 0.9465 0.9414 2335
Xanthoria parietina 0.9531 0.9657 0.9594 2334
Nectria cinnabarina 0.9891 0.9747 0.9819 2334
Sarcomyxa serotina 0.9498 0.3974 0.5604 2335
Inonotus obliquus 0.9533 0.9974 0.9749 2334
Panellus stipticus 0.8922 0.8364 0.8634 2335
Hypogymnia physodes 0.8709 0.9392 0.9038 2335
Hygrophoropsis aurantiaca 0.9216 0.9113 0.9165 2335
Cladonia rangiferina 0.9361 0.9036 0.9196 2335
Platismatia glauca 0.9597 0.9478 0.9537 2335
Calycina citrina 0.9823 0.9970 0.9896 2335
Cladonia stellaris 0.9261 0.9550 0.9403 2335
Amanita citrina 0.9270 0.9790 0.9523 2335
Lepista nuda 0.9671 0.9837 0.9754 2334
Gyromitra gigas 0.9665 0.9649 0.9657 2335
Crucibulum laeve 0.9226 0.9593 0.9406 2335
Daedaleopsis tricolor 0.8959 0.8069 0.8490 2335
Stereum hirsutum 0.8926 0.8540 0.8728 2335
Paxillus involutus 0.7432 0.9173 0.8212 2335
Lactarius turpis 0.9218 0.8839 0.9024 2334
Chlorociboria aeruginascens 1.0000 0.9944 0.9972 2335
Chondrostereum purpureum 0.9314 0.8959 0.9133 2335
Phaeophyscia orbicularis 0.8887 0.8480 0.8679 2335
Peltigera praetextata 0.9848 0.9687 0.9767 2335
accuracy 0.8963 233480
macro avg 0.9036 0.8963 0.8926 233480
weighted avg 0.9036 0.8963 0.8926 233480
``` |