--- 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. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/MwuzPwx6u0t75lRJvI3Qp.png) ``` 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 ```