Models Performance

MagnaTagATune - VGG (ROC AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	88.67 (0.18)	88.76 (0.19)	88.81 (0.11)	89.07 (0.09)
96	x1	88.83 (0.17)	88.65 (0.23)	88.91 (0.07)	89.12 (0.23)
48	x1	89.10 (0.05)	89.02 (0.03)	89.17 (0.11)	89.32 (0.22)
128	x2	88.66 (0.17)	88.53 (0.26)	88.51 (0.20)	88.81 (0.09)
96	x2	88.37 (0.07)	88.58 (0.19)	88.78 (0.15)	88.86 (0.11)
48	x2	88.64 (0.01)	88.68 (0.12)	88.98 (0.15)	88.97 (0.30)

MagnaTagATune - VGG (PR AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	35.47 (0.50)	35.83 (0.55)	35.48 (0.20)	35.73 (0.21)
96	x1	35.18 (0.25)	35.33 (0.25)	35.65 (0.39)	35.97 (0.21)
48	x1	35.62 (0.26)	35.87 (0.44)	36.17 (0.26)	36.41 (0.53)
128	x2	35.56 (0.27)	35.44 (0.13)	35.41 (0.13)	35.79 (0.50)
96	x2	35.23 (0.20)	35.13 (0.46)	35.70 (0.07)	35.97 (0.10)
48	x2	35.35 (0.28)	35.71 (0.21)	35.78 (0.25)	35.89 (0.40)

MagnaTagATune - MUSICNN (ROC AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	90.39	90.40	90.66	90.83
96	x1	90.59	90.50	90.58	90.60
48	x1	90.44	90.33	90.44	90.50

MagnaTagATune - MUSICNN (PR AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	37.67	38.54	38.22	38.92
96	x1	38.25	37.70	37.74	38.09
48	x1	38.03	37.80	37.76	37.70

MSD - VGG (ROC AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	-	86.48	-	86.84
96	x1	-	86.67	-	86.71
48	x1	-	86.53	-	86.73
128	x2	-	86.28	-	86.34
96	x2	-	86.18	-	86.63
48	x2	-	85.86	-	86.41

MSD - VGG (PR AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	-	27.56	-	28.10
96	x1	-	27.70	-	28.06
48	x1	-	27.27	-	27.78
128	x2	-	27.24	-	27.06
96	x2	-	26.93	-	27.70
48	x2	-	26.42	-	26.83

MSD - MUSICNN (ROC AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	87.21	87.10	87.19	87.21
96	x1	87.13	87.16	87.08	87.21
48	x1	87.02	86.99	-	87.10

MSD - MUSICNN (PR AUC)

# Mel	time (hop size)	12KHz-log	12KHz-dB	16KHz-log	16KHz-dB
128	x1	26.98	26.97	27.09	26.91
96	x1	27.05	27.10	26.74	26.96
48	x1	26.77	26.66	-	26.64