Conversational Response Selection on Ubuntu Dialogue (v1, Ranking)
Metric: R2@1 (higher is better)
Metric: R2@1 (higher is better)
| # | Model↕ | R2@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERT-SL | 0.975 | No | Learning an Effective Context-Response Matching ... | 2020-09-14 | - |
| 2 | SA-BERT | 0.965 | No | Speaker-Aware BERT for Multi-Turn Response Selec... | 2020-04-07 | Code |
| 3 | WDMN | 0.957 | No | - | - | Code |
| 4 | IoI-local | 0.947 | No | - | - | Code |
| 5 | IMN | 0.946 | No | Interactive Matching Network for Multi-Turn Resp... | 2019-01-07 | Code |
| 6 | DAM-Semi | 0.944 | No | - | - | - |
| 7 | TripleNet | 0.943 | No | TripleNet: Triple Attention Network for Multi-Tu... | 2019-09-24 | - |
| 8 | DAM | 0.938 | No | - | - | Code |
| 9 | DAM-MG | 0.935 | No | Multi-Granularity Representations of Dialog | 2019-08-26 | - |
| 10 | SMN | 0.926 | No | Sequential Matching Network: A New Architecture ... | 2016-12-06 | Code |
| 11 | Multi-View | 0.908 | No | - | - | - |
| 12 | Dual-BiLSTM | 0.895 | No | Improved Deep Learning Baselines for Ubuntu Corp... | 2015-10-13 | - |
| 13 | Dual-LSTM | 0.878 | No | The Ubuntu Dialogue Corpus: A Large Dataset for ... | 2015-06-30 | Code |