Difference between revisions of "2026:Music Performance Difficulty Prediction Results"
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(Add MIREX 2026 Music Performance Difficulty Prediction results) |
(→Submissions: PDF links (abstracts archived on futuremirex.com)) |
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| CrescendAI (48) | | CrescendAI (48) | ||
| − | | | + | | [http://futuremirex.com/portal/wp-content/uploads/2026/music-performance-difficulty-prediction/CrescendAI.pdf PDF] |
| Transkun + MoonBeam-839M with a five-member LoRA ensemble | | Transkun + MoonBeam-839M with a five-member LoRA ensemble | ||
|- | |- | ||
| KaraOrchee (51) | | KaraOrchee (51) | ||
| − | | | + | | [http://futuremirex.com/portal/wp-content/uploads/2026/music-performance-difficulty-prediction/KaraOrchee.pdf PDF] |
| Music Performance Difficulty Prediction | | Music Performance Difficulty Prediction | ||
|- | |- | ||
| VG1 (50) | | VG1 (50) | ||
| − | | | + | | [http://futuremirex.com/portal/wp-content/uploads/2026/music-performance-difficulty-prediction/VG1.pdf PDF] |
| Handcrafted MIDI Features + Gradient Boosting | | Handcrafted MIDI Features + Gradient Boosting | ||
|} | |} | ||
Latest revision as of 10:20, 14 October 2026
Submissions
| Submission | Model | |
|---|---|---|
| CrescendAI (48) | Transkun + MoonBeam-839M with a five-member LoRA ensemble | |
| KaraOrchee (51) | Music Performance Difficulty Prediction | |
| VG1 (50) | Handcrafted MIDI Features + Gradient Boosting |
Results
Systems are ranked by Kendall's τ-c on the held-out test set (761 pieces).
| Submission | Songs evaluated | Average time per song | Kendall's τ-c |
|---|---|---|---|
| CrescendAI (48) | 761 | 24.96 s | 0.6654 |
| KaraOrchee (51) | 761 | 3.70 s | 0.5864 |
| VG1 (50) | 761 | 23.32 s | 0.5582 |
