Passage Retrieval on Trivia QA
81.3Top-20 AccuracyDPR-supervised + C-MORE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DPR-supervised + C-MORESettings=Supervised, Training Data=Supervised Data + Wikipedia2022.03 | 81.3 | 85.9 | |
| ANCETraining Setting=Single Task2020.07 | 80.3 | 85.3 | |
| ANCETraining Setting=Multi Task2020.07 | 80.3 | 85.2 | |
| BM25+DPRTraining Setting=Multi Task2020.07 | 79.9 | 84.4 | |
| BM25+DPRTraining Setting=Single Task2020.07 | 79.8 | 84.5 | |
| DPRTraining Setting=Single Task2020.07 | 79.4 | 85 | |
| DPR-supervisedSettings=Supervised, Training Data=Supervised Data2022.03 | 79.4 | 85 | |
| DPRTraining Setting=Multi Task2020.07 | 78.8 | 84.7 | |
| DPR-WebQ + C-MORESettings=Domain Adaptation, Source Training Data=WebQ + Wikipedia2022.03 | 74.2 | 82.6 | |
| DPR-NQ + C-MORESettings=Domain Adaptation, Source Training Data=NaturalQuestion + Wikipedia2022.03 | 72.8 | 81.6 | |
| C-MORESettings=Unsupervised, Training Data=Wikipedia2022.03 | 72.2 | 81.3 | |
| DPR-NQSettings=Domain Adaptation, Source Training Data=NaturalQuestion2022.03 | 69.7 | 79.2 | |
| REALMSettings=Unsupervised, Training Data=Wikipedia2022.03 | 68.2 | 79.4 | |
| BM25Training Setting=Single Task2020.07 | 66.9 | 76.7 | |
| BM25Settings=Unsupervised, Training Data=None2022.03 | 66.9 | 76.7 | |
| DPR-WebQSettings=Domain Adaptation, Source Training Data=WebQ2022.03 | 66.1 | 77.6 | |
| ORQASettings=Unsupervised, Training Data=Wikipedia2022.03 | 57.5 | 73.6 |