Submissions
| Submission
|
Title
|
PDF
|
Authors
|
| Baseline: CD4
|
QM Bar & Beat Tracker (beats per bar = 4)
|
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: 993 excerpts of the GTZAN dataset with bar annotations (gtzan_tempo_beat, completed with GTZAN-Rhythm; 6 jazz excerpts without bar annotations are excluded).
- 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.
GTZAN
| Group
|
F-measure
|
Precision
|
Recall
|
| CASM beatthis-casm (default)
|
77.24
|
77.43
|
79.51
|
| CASM beatthis-direct
|
77.33
|
75.28
|
82.39
|
| CASM beatthis-dbn55_215
|
76.56
|
78.35
|
76.66
|
| CASM beatthis-dbn30_300
|
76.88
|
78.70
|
77.08
|
| CASM mscnn-casm
|
70.95
|
69.42
|
75.27
|
| CASM mscnn-direct
|
68.67
|
63.43
|
77.91
|
| CASM mscnn-dbn55_215
|
71.56
|
73.42
|
71.46
|
| CASM mscnn-dbn30_300
|
70.89
|
73.18
|
70.67
|
| CASM tcn-casm
|
65.38
|
61.91
|
76.31
|
| CASM tcn-direct
|
60.75
|
49.62
|
85.32
|
| CASM tcn-dbn55_215
|
66.41
|
67.51
|
67.89
|
| CASM tcn-dbn30_300
|
65.81
|
67.05
|
67.18
|
| infgon
|
13.95
|
14.19
|
14.31
|
| Baseline: CD4
|
46.36
|
46.43
|
47.95
|
| Baseline: BeatThis
|
78.12
|
75.67
|
83.93
|
osu2beat2025
| Group
|
F-measure
|
Precision
|
Recall
|
| CASM beatthis-casm (default)
|
81.99
|
87.64
|
78.48
|
| CASM beatthis-direct
|
83.78
|
86.91
|
82.33
|
| CASM beatthis-dbn55_215
|
82.19
|
89.97
|
77.56
|
| CASM beatthis-dbn30_300
|
82.38
|
89.97
|
77.82
|
| CASM mscnn-casm
|
71.86
|
73.57
|
71.81
|
| CASM mscnn-direct
|
72.46
|
71.43
|
75.07
|
| CASM mscnn-dbn55_215
|
71.01
|
81.18
|
65.74
|
| CASM mscnn-dbn30_300
|
70.54
|
81.57
|
65.16
|
| CASM tcn-casm
|
63.92
|
56.82
|
80.80
|
| CASM tcn-direct
|
60.89
|
48.89
|
85.16
|
| CASM tcn-dbn55_215
|
67.08
|
75.88
|
62.71
|
| CASM tcn-dbn30_300
|
66.48
|
75.44
|
62.23
|
| infgon
|
11.15
|
14.18
|
9.45
|
| Baseline: CD4
|
44.01
|
48.77
|
41.75
|
| Baseline: BeatThis
|
83.22
|
86.69
|
81.77
|
YAMAHA_Balanced
| Group
|
F-measure
|
Precision
|
Recall
|
| CASM beatthis-casm (default)
|
|
|
|
| CASM beatthis-direct
|
|
|
|
| CASM beatthis-dbn55_215
|
|
|
|
| CASM beatthis-dbn30_300
|
|
|
|
| CASM mscnn-casm
|
|
|
|
| CASM mscnn-direct
|
|
|
|
| CASM mscnn-dbn55_215
|
|
|
|
| CASM mscnn-dbn30_300
|
|
|
|
| CASM tcn-casm
|
|
|
|
| CASM tcn-direct
|
|
|
|
| CASM tcn-dbn55_215
|
|
|
|
| CASM tcn-dbn30_300
|
|
|
|
| infgon
|
|
|
|
| Baseline: CD4
|
|
|
|
| Baseline: BeatThis
|
|
|
|
YAMAHA_JPop
| Group
|
F-measure
|
Precision
|
Recall
|
| CASM beatthis-casm (default)
|
|
|
|
| CASM beatthis-direct
|
|
|
|
| CASM beatthis-dbn55_215
|
|
|
|
| CASM beatthis-dbn30_300
|
|
|
|
| CASM mscnn-casm
|
|
|
|
| CASM mscnn-direct
|
|
|
|
| CASM mscnn-dbn55_215
|
|
|
|
| CASM mscnn-dbn30_300
|
|
|
|
| CASM tcn-casm
|
|
|
|
| CASM tcn-direct
|
|
|
|
| CASM tcn-dbn55_215
|
|
|
|
| CASM tcn-dbn30_300
|
|
|
|
| infgon
|
|
|
|
| Baseline: CD4
|
|
|
|
| Baseline: BeatThis
|
|
|
|
JSIR
| Group
|
F-measure
|
Precision
|
Recall
|
| CASM beatthis-casm (default)
|
|
|
|
| CASM beatthis-direct
|
|
|
|
| CASM beatthis-dbn55_215
|
|
|
|
| CASM beatthis-dbn30_300
|
|
|
|
| CASM mscnn-casm
|
|
|
|
| CASM mscnn-direct
|
|
|
|
| CASM mscnn-dbn55_215
|
|
|
|
| CASM mscnn-dbn30_300
|
|
|
|
| CASM tcn-casm
|
|
|
|
| CASM tcn-direct
|
|
|
|
| CASM tcn-dbn55_215
|
|
|
|
| CASM tcn-dbn30_300
|
|
|
|
| infgon
|
|
|
|
| Baseline: CD4
|
|
|
|
| Baseline: BeatThis
|
|
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|
