2026:Music Performance Difficulty Prediction Results

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Submissions

Submission PDF 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