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InsectNet-BE-AN / _best /dev.yaml
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ml-accuracy:
Bicolorana bicolor: 0.980793495023132
Chorthippus albomarginatus: 0.9983176783961868
Chorthippus apricarius: 0.992008972381887
Chorthippus biguttulus: 0.976026917145661
Chorthippus brunneus: 0.9894854899761671
Chorthippus dorsatus: 0.9925697462498247
Chorthippus mollis: 0.9928501331837937
Chrysochraon dispar: 0.997756904528249
Conocephalus dorsalis: 0.9879433618393383
Conocephalus fuscus: 0.9855600729006029
Euthystira brachyptera: 0.9740642086078789
Gomphocerippus rufus: 0.9974765175942801
Gryllotalpa gryllotalpa: 0.9953736155895135
Gryllus campestris: 0.9582223468386373
Isophya kraussii: 0.9747651759428011
Leptophyes punctatissima: 0.9900462638441049
Nemobius sylvestris: 0.9918687789149025
Omocestus viridulus: 0.9976167110612646
Phaneroptera falcata: 0.9943922613206224
Pholidoptera griseoaptera: 0.9854198794336184
Platycleis albopunctata: 0.9910276181129959
Pseudochorthippus montanus: 0.9980372914622179
Pseudochorthippus parallelus: 0.9777092387494742
Roeseliana roeselii: 0.9359315855881116
Ruspolia nitidula: 0.9953736155895135
Stenobothrus lineatus: 0.9959343894574513
Stethophyma grossum: 0.9636898920510304
Tettigonia cantans: 0.9880835553063227
Tettigonia viridissima: 0.9614467965792795
Silence: 1.0
Buzz: 0.9589233141735595
Bird: 0.9950932286555446
all: 0.677134445534838
ml-f1-micro:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.14285714285714285
Chorthippus apricarius: 0.7192118226600985
Chorthippus biguttulus: 0.6191536748329621
Chorthippus brunneus: 0.6341463414634146
Chorthippus dorsatus: 0.6394557823129252
Chorthippus mollis: 0.7384615384615385
Chrysochraon dispar: 0.6923076923076923
Conocephalus dorsalis: 0.6861313868613139
Conocephalus fuscus: 0.7935871743486974
Euthystira brachyptera: 0.4931506849315068
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.8176795580110497
Gryllus campestris: 0.8123425692695214
Isophya kraussii: 0.799554565701559
Leptophyes punctatissima: 0.7380073800738007
Nemobius sylvestris: 0.8313953488372093
Omocestus viridulus: 0.8702290076335878
Phaneroptera falcata: 0.8571428571428571
Pholidoptera griseoaptera: 0.7824267782426778
Platycleis albopunctata: 0.8476190476190476
Pseudochorthippus montanus: 0.6818181818181818
Pseudochorthippus parallelus: 0.5994962216624685
Roeseliana roeselii: 0.8129349160867786
Ruspolia nitidula: 0.8235294117647058
Stenobothrus lineatus: 0.7521367521367521
Stethophyma grossum: 0.8347160178685387
Tettigonia cantans: 0.7869674185463659
Tettigonia viridissima: 0.8560962846677133
Silence: 1.0
Buzz: 0.18384401114206128
Bird: 0.9191685912240185
all: 0.7759400439333247
ml-f1-macro:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.14285714285714285
Chorthippus apricarius: 0.7192118226600985
Chorthippus biguttulus: 0.6191536748329621
Chorthippus brunneus: 0.6341463414634146
Chorthippus dorsatus: 0.6394557823129252
Chorthippus mollis: 0.7384615384615385
Chrysochraon dispar: 0.6923076923076923
Conocephalus dorsalis: 0.6861313868613139
Conocephalus fuscus: 0.7935871743486974
Euthystira brachyptera: 0.4931506849315068
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.8176795580110497
Gryllus campestris: 0.8123425692695214
Isophya kraussii: 0.799554565701559
Leptophyes punctatissima: 0.7380073800738007
Nemobius sylvestris: 0.8313953488372093
Omocestus viridulus: 0.8702290076335878
Phaneroptera falcata: 0.8571428571428571
Pholidoptera griseoaptera: 0.7824267782426778
Platycleis albopunctata: 0.8476190476190476
Pseudochorthippus montanus: 0.6818181818181818
Pseudochorthippus parallelus: 0.5994962216624685
Roeseliana roeselii: 0.8129349160867786
Ruspolia nitidula: 0.8235294117647058
Stenobothrus lineatus: 0.7521367521367521
Stethophyma grossum: 0.8347160178685387
Tettigonia cantans: 0.7869674185463659
Tettigonia viridissima: 0.8560962846677133
Silence: 1.0
Buzz: 0.18384401114206128
Bird: 0.9191685912240185
all: 0.7104184845104615
ml-f1-weighted:
Bicolorana bicolor: 0.5678233438485805
Chorthippus albomarginatus: 0.14285714285714285
Chorthippus apricarius: 0.7192118226600985
Chorthippus biguttulus: 0.6191536748329621
Chorthippus brunneus: 0.6341463414634146
Chorthippus dorsatus: 0.6394557823129252
Chorthippus mollis: 0.7384615384615385
Chrysochraon dispar: 0.6923076923076923
Conocephalus dorsalis: 0.6861313868613139
Conocephalus fuscus: 0.7935871743486974
Euthystira brachyptera: 0.4931506849315068
Gomphocerippus rufus: 0.4
Gryllotalpa gryllotalpa: 0.8176795580110497
Gryllus campestris: 0.8123425692695214
Isophya kraussii: 0.799554565701559
Leptophyes punctatissima: 0.7380073800738007
Nemobius sylvestris: 0.8313953488372093
Omocestus viridulus: 0.8702290076335878
Phaneroptera falcata: 0.8571428571428571
Pholidoptera griseoaptera: 0.7824267782426778
Platycleis albopunctata: 0.8476190476190476
Pseudochorthippus montanus: 0.6818181818181818
Pseudochorthippus parallelus: 0.5994962216624685
Roeseliana roeselii: 0.8129349160867786
Ruspolia nitidula: 0.8235294117647058
Stenobothrus lineatus: 0.7521367521367521
Stethophyma grossum: 0.8347160178685387
Tettigonia cantans: 0.7869674185463659
Tettigonia viridissima: 0.8560962846677133
Silence: 1.0
Buzz: 0.18384401114206128
Bird: 0.9191685912240185
all: 0.7778510457042602
dev_loss:
all: 0.07258939857461341
iteration: 23