Submissions
| Submission
|
Title
|
PDF
|
Authors
|
| Baseline: CD1
|
QM Tempo Tracker
|
Link
|
|
| Baseline: BeatThis
|
Beat This! Accurate Beat Tracking Without DBN Postprocessing
|
Link
|
|
| CASM
|
Context-Aware Semi-Markov Post-Processor for Beat and Downbeat Estimation
|
PDF
|
Zhanhong He, Hanyu Meng, Jiahao Zhao, Ganghui Ru, Yaolong Ju
|
| infgon
|
Multi-Scale Expert Reverification for Joint Beat and Downbeat Tracking
|
PDF
|
Tianle Yang
|
Test Sets
- GTZAN: 999 songs from the GTZAN dataset.
- SMC: 217 songs from the SMC collection.
- osu2beat2025 (new in 2026): 703 full-length songs from ranked osu! beatmaps (anime, Vocaloid, game music and more) with metered beat annotations (Osu2MIR, ISMIR 2025 LBD); audio taken from public osu! mirrors and verified against the MD5 given with each annotation.
- Yamaha_JPop: A private dataset annotated by Yamaha Corporation (250 JPOP songs).
- Yamaha_Balanced: A private dataset annotated by Yamaha Corporation (239 songs). While it is still biased towards JPOP songs, the dataset covers a wider range of genres: J.Pop (10.37%), Rock (10.37%), J.Enka (10.37%), J.Kayoukyoku (10.37%), Soundtrack (10.37%), Western Pop (10.37%), Children's Song (10.37%), R&B (6.22%), Hiphop (4.56%), Jazz (2.49%), Dance (2.49%), World (2.07%), Techno (1.24%), Easy listening (1.24%), J.Minyou (1.24%), Others (5.81%).
- JSIR: to be announced.
For each metric, the best result is shown in bold. Entries marked * were trained or tuned on that dataset and are not ranked on it.
GTZAN
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
88.75
|
79.88
|
72.27
|
87.99
|
76.23
|
79.68
|
85.11
|
89.86
|
| CASM beatthis-direct
|
88.73
|
79.87
|
70.17
|
87.97
|
75.34
|
79.47
|
83.78
|
89.43
|
| CASM beatthis-dbn55_215
|
88.11
|
79.03
|
74.77
|
87.87
|
77.96
|
80.63
|
88.24
|
91.50
|
| CASM beatthis-dbn30_300
|
88.25
|
79.21
|
74.67
|
87.70
|
77.69
|
80.24
|
88.55
|
92.00
|
| CASM mscnn-casm
|
86.44
|
78.21
|
57.16
|
85.00
|
66.95
|
73.55
|
72.41
|
80.63
|
| CASM mscnn-direct
|
86.15
|
77.96
|
47.15
|
84.73
|
62.43
|
72.57
|
67.18
|
79.27
|
| CASM mscnn-dbn55_215
|
85.49
|
76.40
|
68.27
|
85.25
|
73.65
|
76.91
|
82.54
|
86.50
|
| CASM mscnn-dbn30_300
|
84.45
|
75.65
|
67.77
|
83.59
|
72.02
|
74.88
|
81.78
|
85.43
|
| CASM tcn-casm
|
86.57
|
76.17
|
63.36
|
85.04
|
67.62
|
73.53
|
73.49
|
81.50
|
| CASM tcn-direct
|
86.30
|
75.97
|
57.16
|
84.68
|
65.59
|
72.51
|
70.96
|
80.27
|
| CASM tcn-dbn55_215
|
84.09
|
73.07
|
68.27
|
83.01
|
70.47
|
72.68
|
83.03
|
86.15
|
| CASM tcn-dbn30_300
|
83.48
|
72.54
|
67.57
|
81.84
|
69.19
|
71.15
|
83.07
|
85.82
|
| infgon
|
42.02
|
34.86
|
9.21
|
45.98
|
15.00
|
24.62
|
18.41
|
31.47
|
| Baseline: CD1
|
81.19
|
69.64
|
62.06
|
79.97
|
65.02
|
66.94
|
83.08
|
86.69
|
| Baseline: BeatThis
|
89.02
|
80.15
|
72.27
|
88.00
|
76.00
|
79.64
|
84.63
|
90.01
|
SMC
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
57.95
|
44.53
|
19.82
|
65.27
|
32.01
|
43.30
|
39.69
|
54.74
|
| CASM beatthis-direct
|
57.73
|
44.38
|
15.67
|
65.08
|
29.36
|
41.81
|
36.18
|
52.29
|
| CASM beatthis-dbn55_215
|
54.59
|
41.78
|
23.96
|
63.65
|
30.94
|
42.14
|
42.06
|
58.12
|
| CASM beatthis-dbn30_300
|
54.73
|
41.86
|
25.81
|
63.08
|
34.03
|
43.52
|
43.82
|
58.16
|
| CASM mscnn-casm
|
55.70
|
42.92
|
8.76
|
62.46
|
26.28
|
39.28
|
30.75
|
46.87
|
| CASM mscnn-direct
|
54.78
|
42.25
|
5.07
|
60.65
|
20.12
|
34.87
|
24.34
|
41.63
|
| CASM mscnn-dbn55_215
|
50.50
|
38.19
|
20.74
|
60.89
|
29.38
|
39.13
|
39.54
|
53.49
|
| CASM mscnn-dbn30_300
|
46.87
|
35.60
|
18.89
|
54.71
|
26.76
|
33.06
|
39.34
|
49.63
|
| CASM tcn-casm
|
51.80
|
40.23
|
7.83
|
58.19
|
17.56
|
30.05
|
21.69
|
37.86
|
| CASM tcn-direct
|
51.54
|
40.02
|
4.61
|
57.83
|
14.32
|
27.82
|
17.47
|
33.42
|
| CASM tcn-dbn55_215
|
41.91
|
32.18
|
13.36
|
49.96
|
17.34
|
22.05
|
27.88
|
39.56
|
| CASM tcn-dbn30_300
|
36.62
|
28.15
|
10.60
|
42.00
|
13.21
|
15.87
|
28.62
|
36.80
|
| infgon
|
25.23
|
19.76
|
2.30
|
40.43
|
5.46
|
11.07
|
9.49
|
19.74
|
| Baseline: CD1
|
33.66
|
26.29
|
6.91
|
45.10
|
9.88
|
13.12
|
17.99
|
29.48
|
| Baseline: BeatThis*
|
71.81
|
55.64
|
27.19
|
82.91
|
49.78
|
69.89
|
51.15
|
72.30
|
* Baseline BeatThis was trained on SMC.
osu2beat2025
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
87.91
|
59.68
|
46.66
|
82.98
|
45.43
|
69.31
|
51.27
|
76.52
|
| CASM beatthis-direct
|
88.23
|
59.89
|
45.52
|
83.84
|
43.68
|
70.04
|
48.66
|
76.52
|
| CASM beatthis-dbn55_215
|
86.12
|
58.43
|
48.08
|
80.96
|
43.72
|
66.25
|
54.33
|
79.35
|
| CASM beatthis-dbn30_300
|
86.29
|
58.54
|
48.22
|
81.19
|
43.84
|
66.56
|
54.24
|
79.26
|
| CASM mscnn-casm
|
80.46
|
55.71
|
24.04
|
78.66
|
22.08
|
53.63
|
24.77
|
58.69
|
| CASM mscnn-direct
|
80.34
|
55.77
|
17.92
|
79.55
|
17.29
|
53.66
|
19.55
|
58.49
|
| CASM mscnn-dbn55_215
|
75.87
|
52.51
|
33.14
|
71.12
|
26.41
|
53.37
|
36.01
|
67.79
|
| CASM mscnn-dbn30_300
|
75.20
|
52.08
|
32.86
|
70.41
|
26.17
|
52.87
|
35.60
|
66.91
|
| CASM tcn-casm
|
84.45
|
67.59
|
41.25
|
80.16
|
30.60
|
61.06
|
33.15
|
64.61
|
| CASM tcn-direct
|
84.39
|
67.53
|
39.54
|
80.51
|
27.36
|
61.01
|
29.69
|
64.53
|
| CASM tcn-dbn55_215
|
78.92
|
63.01
|
52.35
|
72.43
|
36.64
|
52.78
|
54.31
|
76.70
|
| CASM tcn-dbn30_300
|
78.29
|
62.52
|
52.49
|
71.81
|
36.53
|
52.77
|
53.53
|
74.89
|
| infgon
|
39.21
|
33.06
|
0.57
|
34.38
|
2.21
|
6.85
|
6.81
|
20.13
|
| Baseline: CD1
|
71.75
|
63.44
|
47.51
|
65.17
|
36.78
|
42.99
|
65.30
|
73.74
|
| Baseline: BeatThis
|
87.53
|
62.21
|
48.08
|
82.74
|
43.68
|
67.77
|
49.48
|
75.46
|
YAMAHA_Balanced
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
|
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| CASM beatthis-direct
|
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| CASM beatthis-dbn55_215
|
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| CASM beatthis-dbn30_300
|
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| CASM mscnn-casm
|
|
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| CASM mscnn-direct
|
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| CASM mscnn-dbn55_215
|
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| CASM mscnn-dbn30_300
|
|
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| CASM tcn-casm
|
|
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| CASM tcn-direct
|
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| CASM tcn-dbn55_215
|
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| CASM tcn-dbn30_300
|
|
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|
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| infgon
|
|
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| Baseline: CD1
|
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| Baseline: BeatThis
|
|
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|
|
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YAMAHA_JPop
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
|
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| CASM beatthis-direct
|
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| CASM beatthis-dbn55_215
|
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| CASM beatthis-dbn30_300
|
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| CASM mscnn-casm
|
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| CASM mscnn-direct
|
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| CASM mscnn-dbn55_215
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| CASM mscnn-dbn30_300
|
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| CASM tcn-casm
|
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| CASM tcn-direct
|
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| CASM tcn-dbn55_215
|
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| CASM tcn-dbn30_300
|
|
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|
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| infgon
|
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| Baseline: CD1
|
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| Baseline: BeatThis
|
|
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JSIR
| Group
|
F1
|
Cemgil
|
Goto
|
P-score
|
CMLc
|
CMLt
|
AMLc
|
AMLt
|
| CASM beatthis-casm (default)
|
|
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| CASM beatthis-direct
|
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| CASM beatthis-dbn55_215
|
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| CASM beatthis-dbn30_300
|
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| CASM mscnn-casm
|
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| CASM mscnn-direct
|
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| CASM mscnn-dbn55_215
|
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| CASM mscnn-dbn30_300
|
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| CASM tcn-casm
|
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| CASM tcn-direct
|
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| CASM tcn-dbn55_215
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| CASM tcn-dbn30_300
|
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| infgon
|
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| Baseline: CD1
|
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| Baseline: BeatThis
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