Metric: R10@2 (higher is better)
| # | Model↕ | R10@2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Uni-Enc+BERT-FP | 0.557 | No | Uni-Encoder: A Fast and Accurate Response Select... | 2021-06-02 | Code |
| 2 | SEMSOL(W/o utterances) | 0.552 | No | - | - | Code |
| 3 | BERT-FP | 0.542 | No | - | - | Code |
| 4 | SA-BERT+HCL | 0.531 | No | Dialogue Response Selection with Hierarchical Cu... | 2020-12-29 | Code |
| 5 | SEMSOL | 0.52 | No | - | - | Code |
| 6 | Uni-Encoder | 0.514 | No | Uni-Encoder: A Fast and Accurate Response Select... | 2021-06-02 | Code |
| 7 | Poly-encoder | 0.494 | No | Poly-encoders: Transformer Architectures and Pre... | 2019-04-22 | Code |
| 8 | UMS_BERT+ | 0.482 | No | Do Response Selection Models Really Know What's ... | 2020-09-10 | Code |
| 9 | SA-BERT | 0.481 | No | Speaker-Aware BERT for Multi-Turn Response Selec... | 2020-04-07 | Code |
| 10 | BERT | 0.47 | No | An Effective Domain Adaptive Post-Training Metho... | 2019-08-13 | Code |
| 11 | MSN | 0.452 | No | - | - | Code |
| 12 | IMN | 0.452 | No | Interactive Matching Network for Multi-Turn Resp... | 2019-01-07 | Code |
| 13 | IoI | 0.451 | No | - | - | Code |
| 14 | DUA | 0.421 | No | Modeling Multi-turn Conversation with Deep Utter... | 2018-06-24 | Code |
| 15 | DAM | 0.41 | No | - | - | Code |
| 16 | SMN | 0.396 | No | Sequential Matching Network: A New Architecture ... | 2016-12-06 | Code |