--- 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 0.9861 0.9709 0.9784 584 Leccinum albostipitatum 0.7789 0.8870 0.8295 584 Lactarius deliciosus 0.9245 0.7551 0.8313 584 Clitocybe nebularis 0.9477 0.9315 0.9396 584 Hypholoma fasciculare 0.8954 0.7329 0.8060 584 Lactarius torminosus 0.8300 0.9195 0.8725 584 Lycoperdon perlatum 0.9418 0.9692 0.9553 584 Verpa bohemica 0.9948 0.9914 0.9931 584 Schizophyllum commune 0.8908 0.9794 0.9330 583 Leccinum aurantiacum 0.6299 0.5274 0.5741 584 Phellinus igniarius 0.8514 0.8339 0.8426 584 Suillus luteus 0.7542 0.3105 0.4399 583 Coltricia perennis 0.9712 0.9247 0.9474 584 Cetraria islandica 0.9863 0.9863 0.9863 584 Amanita muscaria 0.9678 0.9777 0.9727 584 Pholiota aurivella 0.9229 0.9435 0.9331 584 Trichaptum biforme 0.8301 0.8714 0.8502 583 Artomyces pyxidatus 1.0000 0.9983 0.9991 584 Calocera viscosa 1.0000 0.9983 0.9991 584 Sarcosoma globosum 0.9592 0.9658 0.9625 584 Evernia prunastri 0.8209 0.8870 0.8527 584 Laetiporus sulphureus 0.9595 0.9726 0.9660 584 Lobaria pulmonaria 0.9563 0.9743 0.9652 584 Bjerkandera adusta 0.8187 0.8130 0.8158 583 Vulpicida pinastri 0.9666 0.9914 0.9788 583 Imleria badia 0.7430 0.7226 0.7326 584 Evernia mesomorpha 0.9072 0.9057 0.9064 583 Physcia adscendens 0.7900 0.7860 0.7880 584 Coprinellus micaceus 0.8919 0.8919 0.8919 583 Armillaria borealis 0.9414 0.4675 0.6247 584 Trametes ochracea 0.7947 0.5634 0.6593 584 Cantharellus cibarius 0.8896 0.9658 0.9261 584 Pseudevernia furfuracea 0.8879 0.8271 0.8564 584 Tremella mesenterica 0.9845 0.9795 0.9820 584 Gyromitra infula 0.9620 0.9538 0.9579 584 Leccinum versipelle 0.7403 0.6884 0.7134 584 Mutinus ravenelii 0.9983 1.0000 0.9991 584 Pholiota squarrosa 0.7775 0.9332 0.8482 584 Amanita rubescens 0.8494 0.9091 0.8782 583 Amanita pantherina 0.9407 0.8699 0.9039 584 Sarcoscypha austriaca 0.9965 0.9897 0.9931 583 Boletus edulis 0.5277 0.9485 0.6781 583 Coprinus comatus 0.9338 0.9897 0.9609 584 Merulius tremellosus 0.8290 0.9400 0.8810 583 Stropharia aeruginosa 0.9731 0.9914 0.9822 583 Cladonia fimbriata 0.9579 0.9743 0.9660 584 Suillus grevillei 0.9207 0.2586 0.4037 584 Apioperdon pyriforme 0.9048 0.9435 0.9237 584 Cerioporus squamosus 0.9387 0.9709 0.9545 584 Leccinum scabrum 0.6923 0.9247 0.7918 584 Rhytisma acerinum 0.9932 0.9966 0.9949 584 Hypholoma lateritium 0.7899 0.9075 0.8446 584 Flammulina velutipes 0.8756 0.8921 0.8838 584 Tricholomopsis rutilans 0.9185 0.7736 0.8399 583 Coprinopsis atramentaria 0.9217 0.9075 0.9146 584 Trametes versicolor 0.8134 0.9194 0.8631 583 Graphis scripta 0.9779 0.9829 0.9804 584 Ganoderma applanatum 0.9294 0.9469 0.9381 584 Phellinus tremulae 0.9223 0.8353 0.8767 583 Peltigera aphthosa 0.9746 0.9846 0.9796 584 Parmelia sulcata 0.8856 0.9297 0.9071 583 Fomitopsis betulina 0.8107 0.9606 0.8793 584 Pleurotus pulmonarius 0.8918 0.8902 0.8910 583 Fomitopsis pinicola 0.9225 0.9777 0.9493 584 Daedaleopsis confragosa 0.7115 0.8784 0.7862 584 Hericium coralloides 0.9965 0.9897 0.9931 583 Trametes hirsuta 0.8563 0.7667 0.8090 583 Coprinellus disseminatus 0.9406 0.9503 0.9454 583 Kuehneromyces mutabilis 0.7233 0.9178 0.8091 584 Pleurotus ostreatus 0.6641 0.8870 0.7595 584 Phlebia radiata 0.9527 0.9315 0.9420 584 Boletus reticulatus 1.0000 0.0223 0.0436 584 Phallus impudicus 0.9964 0.9555 0.9755 584 Macrolepiota procera 0.9714 0.9897 0.9805 584 Fomes fomentarius 0.9025 0.9365 0.9192 583 Suillus granulatus 0.4131 0.9315 0.5723 584 Gyromitra esculenta 0.9321 0.9401 0.9361 584 Xanthoria parietina 0.9603 0.9554 0.9579 583 Nectria cinnabarina 0.9792 0.9675 0.9733 584 Sarcomyxa serotina 0.9649 0.2825 0.4371 584 Inonotus obliquus 0.9522 0.9914 0.9714 583 Panellus stipticus 0.8772 0.7825 0.8271 584 Hypogymnia physodes 0.8489 0.9348 0.8898 583 Hygrophoropsis aurantiaca 0.9174 0.8938 0.9055 584 Cladonia rangiferina 0.9502 0.8818 0.9147 584 Platismatia glauca 0.9413 0.9332 0.9372 584 Calycina citrina 0.9525 0.9966 0.9741 584 Cladonia stellaris 0.9173 0.9692 0.9425 584 Amanita citrina 0.9215 0.9863 0.9528 583 Lepista nuda 0.9628 0.9760 0.9694 584 Gyromitra gigas 0.9672 0.9589 0.9630 584 Crucibulum laeve 0.9114 0.9708 0.9402 583 Daedaleopsis tricolor 0.9275 0.7449 0.8262 584 Stereum hirsutum 0.8534 0.8491 0.8512 583 Paxillus involutus 0.7054 0.9160 0.7970 583 Lactarius turpis 0.9161 0.8596 0.8869 584 Chlorociboria aeruginascens 1.0000 0.9846 0.9922 583 Chondrostereum purpureum 0.9451 0.8836 0.9133 584 Phaeophyscia orbicularis 0.9157 0.7822 0.8437 583 Peltigera praetextata 0.9790 0.9589 0.9689 584 accuracy 0.8797 58370 macro avg 0.8931 0.8797 0.8728 58370 weighted avg 0.8931 0.8797 0.8728 58370 ```