Multi-turn Response Selection on Douban (test)
62.7MAPBERT-UMS+FGC
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BERT-UMS+FGCModel category=PLM-based, Use FGC=true2021.11 | 62.7 | 67 | 50 | 32.6 | 51.2 | 86.9 | |
| BERT-UMSModel category=PLM-based2021.11 | 62.5 | 66.4 | 49.9 | 31.8 | 48.2 | 85.8 | |
| ELECTRA+FGCModel category=PLM-based, Use FGC=true2021.11 | 62.5 | 66.8 | 49.9 | 31.3 | 50.2 | 85 | |
| BERT-DPT+FGCModel category=PLM-based, Use FGC=true2021.11 | 62 | 66 | 49.5 | 32.2 | 49.5 | 85 | |
| BERT+FGCModel category=PLM-based, Use FGC=true2021.11 | 61.4 | 65.3 | 49.5 | 31.2 | 49.5 | 85 | |
| BERT-DPTModel category=PLM-based2021.11 | 60.9 | 64.5 | 46.3 | 29 | 50.5 | 83.8 | |
| ELECTRAModel category=PLM-based2021.11 | 60.2 | 64.2 | 46.5 | 28.7 | 48.3 | 83.9 | |
| BERTModel category=PLM-based2021.11 | 59.7 | 63.4 | 44.8 | 27.9 | 48.9 | 82.3 | |
| MSNModel category=non-PLM-based2021.11 | 58.7 | 63.2 | 47 | 29.5 | 45.2 | 78.8 | |
| IMNModel category=non-PLM-based2021.11 | 57.6 | 61.8 | 44.1 | 26.8 | 45.8 | 79.6 | |
| IoIModel category=non-PLM-based2021.11 | 57.3 | 62.1 | 44.4 | 26.9 | 45.1 | 78.6 | |
| MRFNModel category=non-PLM-based2021.11 | 57.1 | 61.7 | 44.8 | 27.6 | 43.5 | 78.3 | |
| DUAModel category=non-PLM-based2021.11 | 55.1 | 59.9 | 42.1 | 24.3 | 42.1 | 78 | |
| DAMModel category=non-PLM-based2021.11 | 55 | 60.1 | 42.7 | 25.4 | 41 | 75.7 | |
| SMNModel category=non-PLM-based2021.11 | 52.9 | 56.9 | 39.7 | 23.3 | 39.6 | 72.4 | |
| Multi-ViewModel category=non-PLM-based2021.11 | 50.5 | 54.3 | 34.2 | 29.2 | 35 | 72.9 |