Conversational Response Selection on E-commerce
Metric: R10@1 (higher is better)
Metric: R10@1 (higher is better)
| # | Model↕ | R10@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BERT-FP+EDHNS | 0.957 | No | - | - | Code |
| 2 | DialMAE | 0.93 | No | Dial-MAE: ConTextual Masked Auto-Encoder for Ret... | 2023-06-07 | Code |
| 3 | BERT-TL | 0.927 | No | Two-Level Supervised Contrastive Learning for Re... | 2022-03-01 | - |
| 4 | BERT-FP | 0.87 | No | - | - | Code |
| 5 | BERT-SL | 0.776 | No | Learning an Effective Context-Response Matching ... | 2020-09-14 | - |
| 6 | UMS_BERT+ | 0.762 | No | Do Response Selection Models Really Know What's ... | 2020-09-10 | Code |
| 7 | SA-BERT+HCL | 0.721 | No | Dialogue Response Selection with Hierarchical Cu... | 2020-12-29 | Code |
| 8 | SA-BERT | 0.704 | No | Speaker-Aware BERT for Multi-Turn Response Selec... | 2020-04-07 | Code |
| 9 | IMN | 0.621 | No | Interactive Matching Network for Multi-Turn Resp... | 2019-01-07 | Code |
| 10 | U2U-IMN | 0.616 | No | Utterance-to-Utterance Interactive Matching Netw... | 2019-11-16 | Code |
| 11 | G-MSN | 0.613 | No | The World is Not Binary: Learning to Rank with G... | 2020-04-06 | - |
| 12 | MSN | 0.606 | No | - | - | Code |
| 13 | IOI | 0.563 | No | - | - | Code |
| 14 | DUA | 0.501 | No | Modeling Multi-turn Conversation with Deep Utter... | 2018-06-24 | Code |
| 15 | SMN | 0.453 | No | Sequential Matching Network: A New Architecture ... | 2016-12-06 | Code |