| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| E2ENLG (test) | NEUROLOGIC* | BLEU49.3 | 37 | 1mo ago | |
| DART | METEOR0.3928 | 30 | 1mo ago | ||
| FeTaQA | Evol-Instruct | Accuracy76.9 | 24 | 1mo ago | |
| Logic2Text (test) | Lattice | BLEURT Score-1.06 | 18 | 1mo ago | |
| CATS (dev) | COVERAGE81.48 | 18 | 1mo ago | ||
| LOGICNLG (test) | BART | BLEU-153 | 18 | 1mo ago | |
| WebNLG | HTLM | BLEU (Seen)65.4 | 17 | 1mo ago | |
| ToTTo Over (test) | CONT | BLEURT0.364 | 15 | 1mo ago | |
| ToTTo Non (test) | CONT | BLEURT Score0.116 | 15 | 1mo ago | |
| ToTTo All (dev) | CONT | BLEURT0.24 | 15 | 1mo ago | |
| ToTTo (test) | CONT | BLEURT Score0.24 | 15 | 1mo ago | |
| WIKIBIO (test) | Field-gating Seq2seq + dual attention | BLEU-444.89 | 10 | 1mo ago | |
| CATS-S (test) | COVERAGE82.96 | 9 | 1mo ago | ||
| CATS-S (dev) | COVERAGE83.24 | 9 | 1mo ago | ||
| CATS-D (test) | COVERAGE77.83 | 9 | 1mo ago | ||
| CATS (test) | COVERAGE82.4 | 9 | 1mo ago | ||
| WebNLG Unseen (test) | T5 | BLEU52.8 | 9 | 1mo ago | |
| WebNLG Seen (test) | T5 | BLEU Score64.7 | 9 | 1mo ago | |
| WIKI dataset (test) | Table2seq-beam | BLEU26.74 | 9 | 1mo ago | |
| Logic2Text (OpenE) | Lattice | BLEU11.7 | 6 | 1mo ago | |
| Logic2Text LControl | PixT3 | BLEU21.5 | 6 | 1mo ago | |
| Logic2Text (TControl) | PixT3 | BLEU20.6 | 6 | 1mo ago | |
| HiTab (test) | LATTICE | BLEU16.3 | 6 | 1mo ago | |
| WikiPerson | Ours | P Recall48.83 | 5 | 1mo ago | |
| WikiPerson (test) | Transformer-based generation framework | Precision79.8 | 5 | 1mo ago |
