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Submissions
| Submission
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Title
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PDF
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Authors
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| Baseline: CD1
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QM Tempo Tracker
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Link
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| Baseline: BeatThis
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Beat This! Accurate Beat Tracking Without DBN Postprocessing
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Link
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| CASM
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Context-Aware Semi-Markov Post-Processor for Beat and Downbeat Estimation
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PDF
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Zhanhong He, Hanyu Meng, Jiahao Zhao, Ganghui Ru, Yaolong Ju
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| infgon
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Multi-Scale Expert Reverification for Joint Beat and Downbeat Tracking
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PDF
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Tianle Yang
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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
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F1
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Cemgil
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Goto
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P-score
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CMLc
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CMLt
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AMLc
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AMLt
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| CASM beatthis-casm (default)
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88.75
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79.88
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72.27
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87.99
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76.23
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79.68
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85.11
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89.86
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| CASM beatthis-direct
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88.73
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79.87
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70.17
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87.97
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75.34
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79.47
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83.78
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89.43
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| CASM beatthis-dbn55_215
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88.11
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79.03
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74.77
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87.87
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77.96
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80.63
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88.24
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91.50
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| CASM beatthis-dbn30_300
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88.25
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79.21
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74.67
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87.70
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77.69
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80.24
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88.55
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92.00
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| CASM mscnn-casm
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86.44
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78.21
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57.16
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85.00
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66.95
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73.55
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72.41
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80.63
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| CASM mscnn-direct
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86.15
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77.96
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47.15
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84.73
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62.43
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72.57
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67.18
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79.27
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| CASM mscnn-dbn55_215
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85.49
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76.40
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68.27
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85.25
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73.65
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76.91
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82.54
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86.50
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| CASM mscnn-dbn30_300
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84.45
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75.65
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67.77
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83.59
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72.02
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74.88
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81.78
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85.43
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| CASM tcn-casm
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86.57
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76.17
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63.36
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85.04
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67.62
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73.53
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73.49
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81.50
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| CASM tcn-direct
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86.30
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75.97
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57.16
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84.68
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65.59
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72.51
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70.96
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80.27
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| CASM tcn-dbn55_215
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84.09
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73.07
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68.27
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83.01
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70.47
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72.68
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83.03
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86.15
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| CASM tcn-dbn30_300
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83.48
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72.54
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67.57
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81.84
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69.19
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71.15
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83.07
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85.82
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| infgon
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42.02
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34.86
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9.21
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45.98
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15.00
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24.62
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18.41
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31.47
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| Baseline: CD1
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81.19
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69.64
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62.06
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79.97
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65.02
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66.94
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83.08
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86.69
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| Baseline: BeatThis
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89.02
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80.15
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72.27
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88.00
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76.00
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79.64
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84.63
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90.01
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SMC
| Group
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F1
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Cemgil
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Goto
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P-score
|
CMLc
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CMLt
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AMLc
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AMLt
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| CASM beatthis-casm (default)
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57.95
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44.53
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19.82
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65.27
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32.01
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43.30
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39.69
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54.74
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| CASM beatthis-direct
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57.73
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44.38
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15.67
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65.08
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29.36
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41.81
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36.18
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52.29
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| CASM beatthis-dbn55_215
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54.59
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41.78
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23.96
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63.65
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30.94
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42.14
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42.06
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58.12
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| CASM beatthis-dbn30_300
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54.73
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41.86
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25.81
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63.08
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34.03
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43.52
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43.82
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58.16
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| CASM mscnn-casm
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55.70
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42.92
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8.76
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62.46
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26.28
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39.28
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30.75
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46.87
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| CASM mscnn-direct
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54.78
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42.25
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5.07
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60.65
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20.12
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34.87
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24.34
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41.63
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| CASM mscnn-dbn55_215
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50.50
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38.19
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20.74
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60.89
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29.38
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39.13
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39.54
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53.49
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| CASM mscnn-dbn30_300
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46.87
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35.60
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18.89
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54.71
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26.76
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33.06
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39.34
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49.63
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| CASM tcn-casm
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51.80
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40.23
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7.83
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58.19
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17.56
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30.05
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21.69
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37.86
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| CASM tcn-direct
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51.54
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40.02
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4.61
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57.83
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14.32
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27.82
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17.47
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33.42
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| CASM tcn-dbn55_215
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41.91
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32.18
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13.36
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49.96
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17.34
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22.05
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27.88
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39.56
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| CASM tcn-dbn30_300
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36.62
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28.15
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10.60
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42.00
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13.21
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15.87
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28.62
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36.80
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| infgon
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25.23
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19.76
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2.30
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40.43
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5.46
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11.07
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9.49
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19.74
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| Baseline: CD1
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33.66
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26.29
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6.91
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45.10
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9.88
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13.12
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17.99
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29.48
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| Baseline: BeatThis*
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71.81
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55.64
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27.19
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82.91
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49.78
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69.89
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51.15
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72.30
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* Baseline BeatThis was trained on SMC.
osu2beat2025
| Group
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F1
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Cemgil
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Goto
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P-score
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CMLc
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CMLt
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AMLc
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AMLt
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| CASM beatthis-casm (default)
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87.91
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59.68
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46.66
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82.98
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45.43
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69.31
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51.27
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76.52
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| CASM beatthis-direct
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88.23
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59.89
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45.52
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83.84
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43.68
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70.04
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48.66
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76.52
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| CASM beatthis-dbn55_215
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86.12
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58.43
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48.08
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80.96
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43.72
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66.25
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54.33
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79.35
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| CASM beatthis-dbn30_300
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86.29
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58.54
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48.22
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81.19
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43.84
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66.56
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54.24
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79.26
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| CASM mscnn-casm
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80.46
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55.71
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24.04
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78.66
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22.08
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53.63
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24.77
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58.69
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| CASM mscnn-direct
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80.34
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55.77
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17.92
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79.55
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17.29
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53.66
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19.55
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58.49
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| CASM mscnn-dbn55_215
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75.87
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52.51
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33.14
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71.12
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26.41
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53.37
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36.01
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67.79
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| CASM mscnn-dbn30_300
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75.20
|
52.08
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32.86
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70.41
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26.17
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52.87
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35.60
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66.91
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| CASM tcn-casm
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84.45
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67.59
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41.25
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80.16
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30.60
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61.06
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33.15
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64.61
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| CASM tcn-direct
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84.39
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67.53
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39.54
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80.51
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27.36
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61.01
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29.69
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64.53
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| CASM tcn-dbn55_215
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78.92
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63.01
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52.35
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72.43
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36.64
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52.78
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54.31
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76.70
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| CASM tcn-dbn30_300
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78.29
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62.52
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52.49
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71.81
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36.53
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52.77
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53.53
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74.89
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| infgon
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39.21
|
33.06
|
0.57
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34.38
|
2.21
|
6.85
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6.81
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20.13
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| Baseline: CD1
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71.75
|
63.44
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47.51
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65.17
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36.78
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42.99
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65.30
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73.74
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| Baseline: BeatThis
|
87.53
|
62.21
|
48.08
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82.74
|
43.68
|
67.77
|
49.48
|
75.46
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YAMAHA_Balanced
| Group
|
F1
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Cemgil
|
Goto
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P-score
|
CMLc
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CMLt
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AMLc
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AMLt
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| 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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YAMAHA_JPop
| Group
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F1
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Cemgil
|
Goto
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P-score
|
CMLc
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CMLt
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AMLc
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AMLt
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| 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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JSIR
| Group
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F1
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Cemgil
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Goto
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P-score
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CMLc
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CMLt
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AMLc
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AMLt
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| 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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