| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MuseScore | PR95.5 | 23 | 4mo ago | ||
| Pop909 (test) | REMI | Mean NLL0.716 | 11 | 4mo ago | |
| Pop1k7 (test) | REMI | Mean NLL1.087 | 11 | 4mo ago | |
| Lakh (test) | REMI | Mean NLL0.294 | 11 | 4mo ago | |
| SOD (test) | REMI | Mean NLL0.474 | 11 | 4mo ago | |
| SOD conditioned unconditioned | PID Steering | Delta (δ)0.47 | 10 | 1mo ago | |
| MuseScore (test) | Precision (PR)77 | 8 | 4mo ago | ||
| Symbolic Orchestral Database (SOD) (test) | NB-PF + NMT | Coherence3.37 | 4 | 4mo ago | |
| SOD H/S → L/L scenario | PID | Pitch Accuracy53.06 | 2 | 1mo ago | |
| SOD L/L → H/S scenario | PID | Pitch Error64.09 | 2 | 1mo ago | |
| SOD H/L → L/S scenario | PID | Pitch Accuracy57.64 | 2 | 1mo ago | |
| SOD L/S → H/L scenario | Static | Pitch Accuracy67.12 | 2 | 1mo ago | |
| Lakh MIDI Dataset (test) | SymphonyNet | Coherence3.33 | 2 | 5mo ago | |
| MAESTRO v1 (val) | Perceiver AR | Negative Log-Likelihood1.82 | 2 | 4mo ago | |
| MAESTRO v3 (val) | Perceiver AR | NLL1.9 | 1 | 4mo ago | |
| MAESTRO v3 (test) | Perceiver AR | Negative Log-Likelihood1.91 | 1 | 4mo ago | |
| MAESTRO v1 (test) | Perceiver AR | Negative Log-Likelihood1.82 | 1 | 4mo ago |
