precision    recall  f1-score   support

                   Symphony      0.891     0.942     0.916       330
                      Opera      0.940     0.846     0.890       149
                       Solo      0.877     0.915     0.896       305
                    Chamber      0.889     0.861     0.874       380
           Pop_vocal_ballad      0.903     0.933     0.917       149
         Adult_contemporary      0.490     0.474     0.482       211
                   Teen_pop      0.412     0.319     0.360       191
     Contemporary_dance_pop      0.678     0.531     0.595       194
                  Dance_pop      0.589     0.635     0.611       255
          Classic_indie_pop      0.369     0.367     0.368       177
Chamber_cabaret_and_art_pop      0.429     0.433     0.431       201
            Soul_or_r_and_b      0.578     0.651     0.612       392
     Adult_alternative_rock      0.364     0.281     0.317       210
    Uplifting_anthemic_rock      0.636     0.672     0.654       125
                  Soft_rock      0.643     0.745     0.690       208
               Acoustic_pop      0.580     0.652     0.614       161

                   accuracy                          0.665      3638
                  macro avg      0.642     0.641     0.639      3638
               weighted avg      0.659     0.665     0.660      3638

Class num     : 16
Backbone      : swin_b
Spect type    : cqt
Start time    : 2024-01-11 03:40:26
Finish time   : 2024-01-12 05:16:43
Time cost     : 5776s
Full finetune : True
Focal loss    : True