Knowledge-grounded Dialog on Wizard-of-Wikipedia (WoW) (test)
100BLEUGold
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gold2022.03 | 100 | 100 | 2.98 | 2.59 | |
| RAGPublication Year=2020b2022.03 | 19.9 | 73.1 | 1.03 | 1.45 | |
| BARTPublication Year=2020a2022.03 | 19.8 | 73.4 | 2.97 | 2.55 | |
| POKIBase Model=BART2022.03 | 19.4 | 76.8 | 3.65 | 3.44 | |
| POKIBase Model=BART, Knowledge Fidelity Constraint=disabled2022.03 | 18.8 | 73.3 | 2.75 | 2.54 | |
| KGroundPublication Year=20192022.03 | 18.3 | 72.5 | 2.87 | 2.35 | |
| POKIBase Model=BART, Entailment Constraint=disabled2022.03 | 18.1 | 74.2 | 3.17 | 3.39 | |
| KGuidePublication Year=20172022.03 | 16.7 | 71.5 | 2.54 | 2.12 | |
| KCopy2022.03 | 13.4 | 74.3 | 3.64 | 3.12 |