| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WebNLG (test) | Fluency4.3 | 18 | 2d ago | ||
| AGENDA (test) | BARTlarge + STA | BLEU25.66 | 15 | 4d ago | |
| WebNLG seen v1.0 (test) | T5 | BLEU65.05 | 12 | 4d ago | |
| WebNLG all v1.0 (test) | T5 | BLEU59.7 | 11 | 4d ago | |
| WebNLG unseen v1.0 (test) | T5 | BLEU53.67 | 10 | 4d ago | |
| WebNLG all (test) | T5-large | BLEU59.9 | 8 | 4d ago | |
| WebNLG All 2017 (test) | T5-large + Wiki + Position | BLEU60.56 | 7 | 4d ago | |
| WebNLG Unseen 2017 (test) | T5-large + Wiki + Position | BLEU53.87 | 7 | 4d ago | |
| WebNLG Seen 2017 (test) | T5-large + Wiki + Position | BLEU66.07 | 7 | 4d ago | |
| WebNLG unseen (test) | T5-large | BLEU54 | 7 | 4d ago | |
| WebNLG seen (test) | BLEU Score65.3 | 7 | 4d ago | ||
| EventNarrative (test) | GAP (M_e^{e,r} + gamma) | BLEU35.08 | 5 | 4d ago | |
| WebNLG (Human Evaluation) | T5large | Fluency6.71 | 5 | 4d ago | |
| AMR (Human Evaluation) | BARTlarge | Fluency6.7 | 5 | 4d ago | |
| WebNLG (val) | Unsupervised Joint System for Text-Graph Conversion | BLEU39.1 | 4 | 2d ago | |
| Visual Genome (test) | Supervised Joint System for Text-Graph Conversion | BLEU26.4 | 4 | 2d ago | |
| Visual Genome (val) | Supervised Joint System for Text-Graph Conversion | BLEU26.5 | 4 | 2d ago |
