Table-to-Text Generation on ToTTo (test)
0.24BLEURT ScoreCONT
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CONTGeneration Setting=TControl (Tightly Controlled)2023.11 | 0.24 | — | — | — | — | — | — | — | — | — | |
| T5-baseGeneration Setting=TControl (Tightly Controlled)2023.11 | 0.23 | — | — | — | — | — | — | — | — | — | |
| LatticeGeneration Setting=TControl (Tightly Controlled)2023.11 | 0.226 | — | — | — | — | — | — | — | — | — | |
| T5-3BGeneration Setting=TControl (Tightly Controlled)2023.11 | 0.224 | — | — | — | — | — | — | — | — | — | |
| PixT3Generation Setting=TControl (Tightly Controlled)2023.11 | 0.178 | — | — | — | — | — | — | — | — | — | |
| PixT3Generation Setting=LControl (Loosely Controlled)2023.11 | 0.167 | — | — | — | — | — | — | — | — | — | |
| LatticeGeneration Setting=LControl (Loosely Controlled)2023.11 | -0.288 | — | — | — | — | — | — | — | — | — | |
| CONTGeneration Setting=LControl (Loosely Controlled)2023.11 | -0.289 | — | — | — | — | — | — | — | — | — | |
| T5-baseGeneration Setting=LControl (Loosely Controlled)2023.11 | -0.293 | — | — | — | — | — | — | — | — | — | |
| T5-3BGeneration Setting=LControl (Loosely Controlled)2023.11 | -0.305 | — | — | — | — | — | — | — | — | — | |
| PixT3Generation Setting=OpenE (Open-ended)2023.11 | -0.336 | — | — | — | — | — | — | — | — | — | |
| CONTGeneration Setting=OpenE (Open-ended)2023.11 | -0.366 | — | — | — | — | — | — | — | — | — | |
| T5-baseGeneration Setting=OpenE (Open-ended)2023.11 | -0.368 | — | — | — | — | — | — | — | — | — | |
| LatticeGeneration Setting=OpenE (Open-ended)2023.11 | -0.377 | — | — | — | — | — | — | — | — | — | |
| T5-3BGeneration Setting=OpenE (Open-ended)2023.11 | -0.378 | — | — | — | — | — | — | — | — | — | |
| BERT-to-BERT2022.05 | — | 44 | 52.6 | 0.121 | 52.7 | 58.4 | 0.259 | 35.1 | 46.8 | -0.017 | |
| LATTICEBackbone=T5-small2022.05 | — | 47.4 | 57.8 | 0.207 | 55.6 | 62.3 | 0.337 | 39.1 | 53.3 | 0.077 | |
| LATTICEBackbone=T5-base2022.05 | — | 48.4 | 58.1 | 0.222 | 56.1 | 62.4 | 0.345 | 40.4 | 53.9 | 0.099 | |
| Pointer-Generator2022.05 | — | 41.6 | 51.6 | 0.076 | 50.6 | 58 | 0.244 | 32.2 | 45.2 | -0.092 | |
| T5-baseBackbone=T5-base2022.05 | — | 47.4 | 56.4 | 0.221 | 55.5 | 61.1 | 0.344 | 39.1 | 51.7 | 0.098 | |
| T5-smallBackbone=T5-small2022.05 | — | 45.3 | 57 | 0.187 | 52.7 | 61 | 0.316 | 37.8 | 53 | 0.057 |