Method | Features | GTZAN | ISMIR | Homburg | 1517-Artists | Unique |
---|---|---|---|---|---|---|
LRSMs | Fusion cmc | 87.00 (2.62) | 82.99 | 62.40 (3.65) | 54.91 (2.54) | 72.90 (1.26) |
 | Fusion cm | 86.80 (2.85) | 82.30 | 62.29 (4.04) | 54.74 (2.68) | 72.84 (1.11) |
 | Cortical | 85.50 (2.79) | 81.62 | 61.71 (4.02) | 54.43 (2.58) | 72.35 (1.05) |
 | MFCCs | 50.60 (5.35) | 59.08 | 43.26 (2.30) | 23.45 (1.96) | 54.60 (1.87) |
 | Chroma | 17.6 (4.03) | 43.90 | 26.93 (1.39) | 9.77 (1.13) | 24.71 (1.87) |
SRC | Fusion cmc | 84.40 (2.27) | 82.85 | 59.64 (3.24) | 53.08 (2.83) | 72.61 (1.18) |
 | Fusion cm | 84.40 (2.71) | 80.50 | 58.10 (4.15) | 50.78 (2.41) | 71.97 (1.85) |
 | Cortical | 84.10 (3.04) | 79.97 | 57.52 (3.98) | 50.72 (2.61) | 67.48 (1.14) |
 | MFCCs | 63.60 (5.01) | 70.50 | 38.10 (2.74) | 30.12 (1.87) | 56.59 (1.06) |
 | Chroma | 36.80 (5.67) | 47.73 | 26.61 (2.58) | 17.01 (1.31) | 31.20 (2.94) |
SVMs | Fusion cmc | 86.80 (2.82) | 82.99 | 62.61 (3.22) | 53.30 (3.19) | 75.15 (1.48) |
 | Fusion cm | 86.40 (2.98) | 73.93 | 61.07 (3.32) | 53.08 (3.38) | 73.54 (1.87) |
 | Cortical | 86.00 (2.83) | 73.79 | 60.92 (2.83) | 53.71 (3.18) | 68.89 (2.22) |
 | MFCCs | 54.90 (3.14) | 52.67 | 43.95 (2.05) | 26.16 (2.96) | 53.22 (1.06) |
 | Chroma | 16.90 (4.02) | 48.42 | 34.99 (1.96) | 12.16 (2.27) | 39.87 (2.67) |
NN | Fusion cmc | 81.40 (3.20) | 78.64 | 50.26 (4.21) | 44.87 (2.21) | 64.68 (2.31) |
 | Fusion cm | 81.10 (3.31) | 79.02 | 50.21 (3.48) | 44.90 (2.43) | 64.68 (2.31) |
 | Cortical | 80.70 (3.26) | 79.69 | 49.78 (2.98) | 44.84 (2.55) | 64.43 (2.57) |
 | MFCCs | 57.60 (5.05) | 67.76 | 29.79 (3.13) | 26.57 (1.84) | 48.82 (2.17) |
 | Chroma | 34.10 (4.67) | 42.24 | 23.64 (1.93) | 14.40 (1.80) | 25.32 (2.96) |
 | [20] 90.60 | [20] 86.83 | [16] 61.20 | [16] 41.10 | [16] 72.00 | |
 | [22] 84.30 | [10] 83.50 | [60] 57.81 | [61] 35.00 |  | |
 | [56] 82.50 | [22] 83.15 | [61] 55.30 |  |  | |
 | [16] 82.00 | [62] 82.30 | [54] 53.23 |  |  | |
 | [57] 77.20 |  |