Lyric Generation on Lyric Generation Dataset (test)
1Sent BLEUGround Truth
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground Truth2023.05 | 1 | 100 | 1 | 0.14 | 0.58 | 93 | 3.92 | 73.3 | — | — | |
| LYRARhythm Constraint=soft2023.05 | 0.075 | 89.4 | 0.047 | 0.11 | 0.46 | 85 | 8.96 | 68.4 | — | — | |
| LYRARhythm Constraint=none2023.05 | 0.074 | 91.8 | 0.046 | 0.12 | 0.45 | 85 | 3.65 | 63.1 | — | — | |
| LYRARhythm Constraint=hard2023.05 | 0.071 | 88.7 | 0.042 | 0.12 | 0.45 | 108 | 10.26 | 89.5 | — | — | |
| GPT-2Input Mode=content-to-lyrics2023.05 | 0.049 | 83.3 | 0.027 | 0.1 | 0.42 | 87 | — | 54.2 | — | — | |
| SongMASS2023.05 | 0.045 | — | 0.006 | 0.17 | 0.57 | 518 | 34.51 | 58.8 | — | — | |
| GPT-2Input Mode=title-to-lyrics2023.05 | 0.026 | — | 0.02 | 0.09 | 0.31 | 82 | — | 53.6 | — | — | |
| GT2025.04 | — | — | — | — | — | — | — | — | 92.31 | 84.07 | |
| LyricBand2025.04 | — | — | — | — | — | — | — | — | 79.68 | 82.01 | |
| Qwen-7B2025.04 | — | — | — | — | — | — | — | — | 74.35 | 80.66 |