Multi-attribute Conditional Text Generation on CompMCTG In-distribution Few-shot 1.0 (test)
87.81AccuracyDis-Lens
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dis-LensCategory=Separate-Training based, Evaluation Protocol=Few-Shot2024.04 | 87.81 | 95.05 | |
| PriorCategory=Separate-Training based, Evaluation Protocol=Few-Shot2024.04 | 85.19 | 118.97 | |
| Con. PrefixCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 79.89 | 88.34 | |
| DCGCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 78.89 | 63.22 | |
| CTRLCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 77.87 | 48.48 | |
| LLaMA-2Category=LLM+In-context Learning, Evaluation Protocol=Few-Shot2024.04 | 62.78 | 26.08 | |
| CatPromptCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 62.47 | 163.66 | |
| FudgeCategory=Decoding-Time based, Evaluation Protocol=Few-Shot2024.04 | 58 | 167.31 | |
| ChatGPTCategory=LLM+In-context Learning, Evaluation Protocol=Few-Shot2024.04 | 56.64 | 18.62 | |
| PPLMCategory=Decoding-Time based, Evaluation Protocol=Few-Shot2024.04 | 43.07 | 361.6 |