--- 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/veq8KASnvJeXh2hCVpcb1.png) ``` Classification report: precision recall f1-score support Urnula craterium 0.9737 0.9837 0.9787 2335 Leccinum albostipitatum 0.7604 0.9083 0.8278 2334 Lactarius deliciosus 0.9254 0.7807 0.8469 2335 Clitocybe nebularis 0.9330 0.9370 0.9350 2335 Hypholoma fasciculare 0.9072 0.7537 0.8234 2335 Lactarius torminosus 0.8531 0.9276 0.8888 2335 Lycoperdon perlatum 0.9496 0.9675 0.9584 2335 Verpa bohemica 0.9936 0.9927 0.9931 2335 Schizophyllum commune 0.8951 0.9756 0.9336 2335 Leccinum aurantiacum 0.6987 0.5017 0.5840 2334 Phellinus igniarius 0.8489 0.8180 0.8332 2335 Suillus luteus 0.7214 0.2861 0.4097 2335 Coltricia perennis 0.9720 0.9366 0.9540 2335 Cetraria islandica 0.9793 0.9914 0.9853 2334 Amanita muscaria 0.9862 0.9790 0.9826 2334 Pholiota aurivella 0.9190 0.9567 0.9375 2335 Trichaptum biforme 0.8635 0.8749 0.8692 2335 Artomyces pyxidatus 0.9996 0.9949 0.9972 2334 Calocera viscosa 0.9996 0.9991 0.9994 2335 Sarcosoma globosum 0.9733 0.9675 0.9704 2335 Evernia prunastri 0.8169 0.8959 0.8546 2335 Laetiporus sulphureus 0.9581 0.9794 0.9687 2335 Lobaria pulmonaria 0.9627 0.9824 0.9724 2335 Bjerkandera adusta 0.8201 0.7867 0.8031 2335 Vulpicida pinastri 0.9745 0.9824 0.9785 2335 Imleria badia 0.7476 0.7678 0.7576 2334 Evernia mesomorpha 0.9155 0.9006 0.9080 2335 Physcia adscendens 0.8105 0.7935 0.8019 2334 Coprinellus micaceus 0.8902 0.8887 0.8894 2335 Armillaria borealis 0.9347 0.5152 0.6643 2335 Trametes ochracea 0.8031 0.5957 0.6840 2335 Cantharellus cibarius 0.9021 0.9717 0.9356 2334 Pseudevernia furfuracea 0.9043 0.8257 0.8632 2335 Tremella mesenterica 0.9910 0.9906 0.9908 2335 Gyromitra infula 0.9714 0.9452 0.9581 2335 Leccinum versipelle 0.7408 0.7379 0.7393 2335 Mutinus ravenelii 0.9970 1.0000 0.9985 2335 Pholiota squarrosa 0.7885 0.9195 0.8490 2335 Amanita rubescens 0.8580 0.9057 0.8812 2334 Amanita pantherina 0.9411 0.8625 0.9001 2335 Sarcoscypha austriaca 0.9931 0.9927 0.9929 2334 Boletus edulis 0.5447 0.9400 0.6897 2335 Coprinus comatus 0.9476 0.9914 0.9690 2334 Merulius tremellosus 0.8448 0.9233 0.8823 2335 Stropharia aeruginosa 0.9800 0.9846 0.9823 2335 Cladonia fimbriata 0.9514 0.9717 0.9614 2335 Suillus grevillei 0.9241 0.3597 0.5179 2335 Apioperdon pyriforme 0.9025 0.9512 0.9262 2335 Cerioporus squamosus 0.9422 0.9696 0.9557 2335 Leccinum scabrum 0.7117 0.9199 0.8025 2335 Rhytisma acerinum 0.9996 0.9927 0.9961 2335 Hypholoma lateritium 0.7966 0.9126 0.8506 2334 Flammulina velutipes 0.8807 0.8985 0.8895 2334 Tricholomopsis rutilans 0.9347 0.7910 0.8569 2335 Coprinopsis atramentaria 0.9165 0.9208 0.9186 2335 Trametes versicolor 0.7984 0.8972 0.8449 2335 Graphis scripta 0.9726 0.9863 0.9794 2335 Ganoderma applanatum 0.9201 0.9572 0.9383 2335 Phellinus tremulae 0.9042 0.8530 0.8779 2334 Peltigera aphthosa 0.9787 0.9816 0.9801 2335 Parmelia sulcata 0.8846 0.9263 0.9050 2334 Fomitopsis betulina 0.8569 0.9640 0.9073 2335 Pleurotus pulmonarius 0.8792 0.8818 0.8805 2335 Fomitopsis pinicola 0.9419 0.9649 0.9532 2335 Daedaleopsis confragosa 0.7362 0.8642 0.7951 2335 Hericium coralloides 0.9889 0.9880 0.9884 2335 Trametes hirsuta 0.8508 0.8206 0.8354 2335 Coprinellus disseminatus 0.9320 0.9447 0.9383 2334 Kuehneromyces mutabilis 0.7370 0.9263 0.8209 2335 Pleurotus ostreatus 0.6688 0.8951 0.7656 2335 Phlebia radiata 0.9595 0.9448 0.9521 2335 Boletus reticulatus 0.9420 0.0835 0.1534 2335 Phallus impudicus 0.9978 0.9559 0.9764 2334 Macrolepiota procera 0.9689 0.9880 0.9784 2335 Fomes fomentarius 0.8935 0.9314 0.9121 2334 Suillus granulatus 0.4304 0.9233 0.5871 2335 Gyromitra esculenta 0.9349 0.9473 0.9411 2335 Xanthoria parietina 0.9507 0.9666 0.9586 2335 Nectria cinnabarina 0.9836 0.9739 0.9787 2335 Sarcomyxa serotina 0.9569 0.3135 0.4723 2335 Inonotus obliquus 0.9537 0.9966 0.9747 2335 Panellus stipticus 0.8801 0.7919 0.8336 2335 Hypogymnia physodes 0.8664 0.9413 0.9023 2335 Hygrophoropsis aurantiaca 0.9111 0.8963 0.9037 2334 Cladonia rangiferina 0.9403 0.8839 0.9113 2335 Platismatia glauca 0.9447 0.9507 0.9477 2334 Calycina citrina 0.9764 0.9940 0.9851 2335 Cladonia stellaris 0.9127 0.9623 0.9368 2335 Amanita citrina 0.9165 0.9829 0.9485 2335 Lepista nuda 0.9643 0.9722 0.9682 2335 Gyromitra gigas 0.9669 0.9623 0.9646 2335 Crucibulum laeve 0.9153 0.9576 0.9360 2335 Daedaleopsis tricolor 0.9066 0.8026 0.8514 2335 Stereum hirsutum 0.8651 0.8540 0.8595 2335 Paxillus involutus 0.7272 0.9272 0.8151 2335 Lactarius turpis 0.9264 0.8788 0.9020 2335 Chlorociboria aeruginascens 0.9996 0.9893 0.9944 2335 Chondrostereum purpureum 0.9384 0.8878 0.9124 2335 Phaeophyscia orbicularis 0.9021 0.7734 0.8328 2335 Peltigera praetextata 0.9816 0.9572 0.9692 2335 accuracy 0.8854 233480 macro avg 0.8961 0.8854 0.8797 233480 weighted avg 0.8961 0.8854 0.8797 233480 ```