metadata
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 0.9737 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