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 0.9841 0.9824 0.9833 2335
Leccinum albostipitatum 0.7716 0.9028 0.8321 2335
Lactarius deliciosus 0.9322 0.8120 0.8679 2335
Clitocybe nebularis 0.9415 0.9439 0.9427 2335
Hypholoma fasciculare 0.8949 0.7956 0.8424 2334
Lactarius torminosus 0.8745 0.9255 0.8993 2335
Lycoperdon perlatum 0.9535 0.9567 0.9551 2335
Verpa bohemica 0.9927 0.9961 0.9944 2335
Schizophyllum commune 0.9264 0.9653 0.9455 2335
Leccinum aurantiacum 0.7290 0.5173 0.6052 2335
Phellinus igniarius 0.8435 0.8334 0.8384 2335
Suillus luteus 0.7320 0.3229 0.4481 2335
Coltricia perennis 0.9763 0.9358 0.9556 2335
Cetraria islandica 0.9868 0.9889 0.9878 2335
Amanita muscaria 0.9896 0.9794 0.9845 2334
Pholiota aurivella 0.9251 0.9567 0.9406 2335
Trichaptum biforme 0.8773 0.8672 0.8722 2334
Artomyces pyxidatus 0.9996 0.9936 0.9966 2335
Calocera viscosa 0.9996 0.9987 0.9991 2335
Sarcosoma globosum 0.9689 0.9734 0.9712 2335
Evernia prunastri 0.8165 0.8847 0.8493 2334
Laetiporus sulphureus 0.9587 0.9739 0.9662 2334
Lobaria pulmonaria 0.9634 0.9812 0.9722 2335
Bjerkandera adusta 0.8321 0.7957 0.8135 2335
Vulpicida pinastri 0.9733 0.9837 0.9785 2335
Imleria badia 0.7706 0.7983 0.7842 2335
Evernia mesomorpha 0.9123 0.8998 0.9060 2335
Physcia adscendens 0.8328 0.8021 0.8172 2335
Coprinellus micaceus 0.9163 0.9006 0.9084 2334
Armillaria borealis 0.9248 0.5739 0.7082 2335
Trametes ochracea 0.7908 0.6411 0.7081 2335
Cantharellus cibarius 0.9051 0.9722 0.9374 2335
Pseudevernia furfuracea 0.8803 0.8222 0.8502 2334
Tremella mesenterica 0.9932 0.9949 0.9940 2334
Gyromitra infula 0.9655 0.9482 0.9568 2335
Leccinum versipelle 0.7461 0.7752 0.7603 2335
Mutinus ravenelii 0.9966 1.0000 0.9983 2335
Pholiota squarrosa 0.8095 0.9315 0.8662 2335
Amanita rubescens 0.8613 0.9156 0.8876 2334
Amanita pantherina 0.9394 0.8565 0.8961 2335
Sarcoscypha austriaca 0.9910 0.9936 0.9923 2335
Boletus edulis 0.5666 0.9370 0.7062 2334
Coprinus comatus 0.9616 0.9872 0.9742 2335
Merulius tremellosus 0.8537 0.9173 0.8844 2335
Stropharia aeruginosa 0.9846 0.9833 0.9839 2335
Cladonia fimbriata 0.9658 0.9683 0.9671 2335
Suillus grevillei 0.8944 0.4570 0.6049 2335
Apioperdon pyriforme 0.9029 0.9593 0.9302 2335
Cerioporus squamosus 0.9366 0.9683 0.9522 2335
Leccinum scabrum 0.7336 0.9092 0.8120 2335
Rhytisma acerinum 0.9996 0.9966 0.9981 2335
Hypholoma lateritium 0.8472 0.9118 0.8783 2335
Flammulina velutipes 0.8928 0.8955 0.8942 2335
Tricholomopsis rutilans 0.9302 0.8158 0.8693 2335
Coprinopsis atramentaria 0.9226 0.9340 0.9283 2335
Trametes versicolor 0.8228 0.9011 0.8602 2335
Graphis scripta 0.9729 0.9850 0.9789 2335
Ganoderma applanatum 0.9131 0.9537 0.9330 2335
Phellinus tremulae 0.9121 0.8535 0.8819 2335
Peltigera aphthosa 0.9833 0.9824 0.9829 2335
Parmelia sulcata 0.8904 0.9216 0.9057 2335
Fomitopsis betulina 0.8662 0.9593 0.9103 2334
Pleurotus pulmonarius 0.8814 0.8912 0.8863 2335
Fomitopsis pinicola 0.9513 0.9700 0.9606 2335
Daedaleopsis confragosa 0.7474 0.8458 0.7936 2334
Hericium coralloides 0.9910 0.9884 0.9897 2335
Trametes hirsuta 0.8454 0.8479 0.8466 2334
Coprinellus disseminatus 0.9392 0.9460 0.9426 2335
Kuehneromyces mutabilis 0.7480 0.9297 0.8290 2334
Pleurotus ostreatus 0.6900 0.8921 0.7781 2335
Phlebia radiata 0.9579 0.9559 0.9569 2335
Boletus reticulatus 0.9395 0.1928 0.3199 2334
Phallus impudicus 0.9973 0.9555 0.9759 2335
Macrolepiota procera 0.9747 0.9897 0.9822 2335
Fomes fomentarius 0.9049 0.9246 0.9146 2335
Suillus granulatus 0.4644 0.9199 0.6172 2334
Gyromitra esculenta 0.9382 0.9422 0.9402 2335
Xanthoria parietina 0.9534 0.9627 0.9580 2335
Nectria cinnabarina 0.9857 0.9760 0.9808 2335
Sarcomyxa serotina 0.9434 0.4000 0.5618 2335
Inonotus obliquus 0.9566 0.9914 0.9737 2334
Panellus stipticus 0.8933 0.8107 0.8500 2335
Hypogymnia physodes 0.8623 0.9362 0.8977 2334
Hygrophoropsis aurantiaca 0.9098 0.9161 0.9129 2335
Cladonia rangiferina 0.9402 0.8951 0.9171 2335
Platismatia glauca 0.9444 0.9529 0.9486 2335
Calycina citrina 0.9806 0.9957 0.9881 2335
Cladonia stellaris 0.9237 0.9589 0.9410 2335
Amanita citrina 0.9137 0.9803 0.9458 2334
Lepista nuda 0.9733 0.9833 0.9783 2334
Gyromitra gigas 0.9698 0.9632 0.9665 2335
Crucibulum laeve 0.9237 0.9597 0.9414 2335
Daedaleopsis tricolor 0.9006 0.8069 0.8511 2335
Stereum hirsutum 0.8874 0.8741 0.8807 2335
Paxillus involutus 0.7548 0.9319 0.8340 2335
Lactarius turpis 0.9228 0.8904 0.9063 2335
Chlorociboria aeruginascens 1.0000 0.9923 0.9961 2335
Chondrostereum purpureum 0.9254 0.8921 0.9084 2335
Phaeophyscia orbicularis 0.8926 0.8081 0.8483 2335
Peltigera praetextata 0.9822 0.9687 0.9754 2335
accuracy 0.8933 233480
macro avg 0.9014 0.8933 0.8894 233480
weighted avg 0.9014 0.8933 0.8895 233480