Multi-attribute Conditional Text Generation on CompMCTG Compositional Few-Shot 1.0 (test)
65.94AccuracyCTRL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CTRLCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 65.94 | 48.28 | |
| DCGCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 59.27 | 68.14 | |
| Con. PrefixCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 57.56 | 93.31 | |
| PriorCategory=Separate-Training based, Evaluation Protocol=Few-Shot2024.04 | 51.71 | 104.16 | |
| Dis-LensCategory=Separate-Training based, Evaluation Protocol=Few-Shot2024.04 | 51.47 | 116.68 | |
| ChatGPTCategory=LLM+In-context Learning, Evaluation Protocol=Few-Shot2024.04 | 49.5 | 17.71 | |
| CatPromptCategory=Joint-Training based, Evaluation Protocol=Few-Shot2024.04 | 46.23 | 130.5 | |
| LLaMA-2Category=LLM+In-context Learning, Evaluation Protocol=Few-Shot2024.04 | 42.99 | 23.9 | |
| FudgeCategory=Decoding-Time based, Evaluation Protocol=Few-Shot2024.04 | 40.9 | 224.91 | |
| PPLMCategory=Decoding-Time based, Evaluation Protocol=Few-Shot2024.04 | 40.21 | 330.94 |