BeeMachine model performance

Speciesprecisionrecallf1-scoreSamples
Bombus affinis0.97050.97410.97234055
Bombus appositus0.92330.91210.91771650
Bombus ardens0.76190.88190.8175635
Bombus argillaceus0.97120.95280.9619530
Bombus auricomus0.95740.95330.95536845
Bombus barbutellus0.91300.75000.8235140
Bombus beaticola0.92000.92000.9200125
Bombus bellicosus0.95080.98310.9667295
Bombus bicoloratus0.91670.91670.9167180
Bombus bifarius0.73080.67860.7037280
Bombus bimaculatus0.94420.93760.940915705
Bombus bohemicus0.84780.85400.8509685
Bombus borealis0.95620.96660.96135980
Bombus californicus0.85410.90410.87844015
Bombus caliginosus0.56670.66670.6126255
Bombus campestris0.93240.95540.94381010
Bombus centralis0.85480.87570.86512655
Bombus citrinus0.94390.96620.95494880
Bombus confusus1.00000.87500.9333120
Bombus consobrinus0.93550.91580.9255475
Bombus crotchii0.96850.93580.95191480
Bombus cryptarum0.85330.83480.84401150
Bombus dahlbomii0.95161.00000.9752590
Bombus deuteronymus0.79630.95560.8687225
Bombus distinguendus0.92410.90120.9125405
Bombus diversus0.97300.95360.9632755
Bombus ephippiatus0.94490.95300.94891170
Bombus eximius0.90000.83330.8654270
Bombus fervidus0.94990.94760.94878205
Bombus flavidus0.86880.89300.88072150
Bombus flavifrons0.87760.86920.87346765
Bombus fraternus0.97040.95970.96501365
Bombus frigidus0.78570.78570.7857350
Bombus funebris0.96350.97060.9670680
Bombus griseocollis0.95760.95820.957915315
Bombus haematurus0.93750.83330.8824180
Bombus honshuensis0.89740.97220.9333180
Bombus hortorum0.90640.91810.91222320
Bombus hortulanus0.93240.88460.9079390
Bombus humilis0.88560.85310.86901225
Bombus huntii0.93080.92690.92897115
Bombus hypnorum0.96540.97020.96789050
Bombus hypocrita0.92980.85480.8908310
Bombus ignitus0.73080.81430.7703350
Bombus impatiens0.95870.96110.959915810
Bombus insularis0.87680.89190.88432035
Bombus jonellus0.83330.83330.8333390
Bombus kirbiellus0.91670.61110.733390
Bombus lapidarius0.96900.96290.96609575
Bombus lapponicus0.88240.78950.833395
Bombus lucorum0.66740.77460.71701930
Bombus medius0.82240.91670.8670480
Bombus melanopygus0.96410.95660.960414755
Bombus mesomelas1.00000.83330.909190
Bombus mexicanus0.82350.87500.848580
Bombus mixtus0.90720.91260.90996750
Bombus monticola0.88460.88460.8846260
Bombus morio0.81250.72220.764790
Bombus morrisoni0.85590.90180.8783560
Bombus muscorum0.86670.84420.8553385
Bombus nevadensis0.94760.95100.94934180
Bombus occidentalis0.88340.93810.91002020
Bombus opifex0.95650.91670.9362360
Bombus pascuorum0.97730.97090.974115995
Bombus patagiatus1.00000.83870.9123155
Bombus pauloensis0.87340.88460.87901170
Bombus pensylvanicus0.96360.96730.965517125
Bombus perplexus0.92740.94650.93687755
Bombus pratorum0.96230.95750.95995995
Bombus pullatus0.73680.66670.7000105
Bombus pyrosoma1.00001.00001.0000105
Bombus quadricolor0.95000.90480.9268105
Bombus robustus0.90620.92550.9158470
Bombus rubicundus0.97330.96050.9669380
Bombus ruderarius0.68330.82000.7455250
Bombus ruderatus0.82310.79850.8106670
Bombus rufocinctus0.92240.88270.902111170
Bombus rupestris0.90410.91990.91191435
Bombus sandersoni0.70000.54900.6154255
Bombus schrencki0.85110.85110.8511470
Bombus semenoviellus0.92860.89660.9123145
Bombus sichelii0.77140.81820.7941165
Bombus sitkensis0.75520.80000.77701350
Bombus soroeensis0.79630.72880.7611295
Bombus sporadicus0.86360.86360.8636110
Bombus subterraneus0.88890.90320.8960310
Bombus sylvarum0.95340.95340.95341610
Bombus sylvestris0.84850.71790.7778195
Bombus sylvicola0.72070.76920.7442520
Bombus ternarius0.96840.95750.962917775
Bombus terrestris0.95300.91970.936114445
Bombus terricola0.96650.96800.96726250
Bombus vagans0.85880.90810.88286530
Bombus vancouverensis0.94080.94080.94087860
Bombus vandykei0.81430.87110.84181435
Bombus vestalis0.90540.97100.93711035
Bombus veteranus0.83330.90910.8696330
Bombus vosnesenskii0.96530.95000.957615690
Bombus wilmattae0.92860.76470.838785
Bombus wurflenii0.85710.62070.7200145
SpeciesPrecisionRecallError rateF1-scoreNum test imagesNum training images
Bombus affinis0.960.960.040.962631035
B. appositus0.880.900.100.89162715
B. auricomus0.870.920.080.903531369
B. bifarius0.940.920.080.939864037
B. bimaculatus0.890.910.090.9010894352
B. borealis0.930.930.070.934161621
B. caliginosus0.550.680.320.6134109
B. centralis0.800.880.120.843181409
B. citrinus0.860.920.080.89227911
B. crotchii0.870.830.170.8563266
B. cryptarum0.940.920.080.9374316
B. flavidus0.780.830.170.81197742
B. fervidus0.910.860.140.888493430
B. flavifrons0.860.840.160.857303007
B. fraternus0.830.960.040.8970315
B. frigidus0.920.820.180.8728107
B. griseocollis0.940.960.040.9513895277
B. huntii0.930.910.090.926522427
B. impatiens0.970.930.070.9520207988
B. insularis0.770.930.070.84204977
B. melanopygus0.940.930.070.939133575
B. mixtus0.880.910.090.905862409
B. morrisoni0.890.920.080.9152211
B. nevadensis0.950.930.070.943801478
B. occidentalis0.960.910.090.93188726
B. pensylvanicus0.950.950.050.9511724539
B. perplexus0.910.930.070.924681827
B. rufocinctus0.850.770.230.817893098
B. sandersoni0.550.630.370.5938111
B. sitkensis0.680.700.300.69109469
B. sylvicola0.620.740.260.6761254
B. ternarius0.940.950.050.9410644453
B. terricola0.940.940.060.943601481
B. vagans0.790.850.150.825202152
B. vandykei0.750.720.280.7381340
B. vosnesenskii0.960.960.040.9610514287