Open-ended text completion on Hotel Review dataset
1.87PPLFT
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| FTDecoding Strategy=search2023.06 | 1.87 | 0.03 | 4.865 | 3.5 | 86.6 | 0.62 | 5.2 | 0.39 | 179.51 | — | |
| FTDecoding Strategy=sample2023.06 | 15.51 | 0.14 | 6.455 | 0.88 | 4.49 | 0.78 | 6.8 | 0.53 | 164.5 | — | |
| Enc-Dec2023.06 | 33.82 | 0.18 | 6.379 | 0.57 | 3.25 | 0.47 | 7.3 | 0.54 | 94.03 | — | |
| VIB2023.06 | 36.89 | 0.19 | 6.481 | 0.54 | 3.15 | 0.45 | 7.1 | 0.54 | 86.11 | — | |
| PLANNER2023.06 | 47.36 | 0.17 | 6.602 | 0.52 | 1.55 | 0.77 | 7.9 | 0.55 | 168.08 | 38.55 | |
| Human2023.06 | 47.6 | 0.2 | 7.023 | 0.6 | 1.46 | — | — | — | 181.29 | — | |
| Diff-LM2023.06 | 178.3 | 0.13 | 5.56 | 3.57 | 4.54 | 0.84 | 8.8 | 0.43 | 175.1 | 26.16 |