Metric: P@1 (higher is better)
| # | Model↕ | P@1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | sMIM (1024) + | 0.757 | Yes | SentenceMIM: A Latent Variable Language Model | 2020-02-18 | Code |
| 2 | sMIM (1024) | 0.683 | No | SentenceMIM: A Latent Variable Language Model | 2020-02-18 | Code |
| 3 | HyperQA | 0.683 | No | Hyperbolic Representation Learning for Fast and ... | 2017-07-25 | Code |
| 4 | AP-BiLSTM | 0.568 | No | Attentive Pooling Networks | 2016-02-11 | Code |
| 5 | AP-CNN | 0.56 | No | Attentive Pooling Networks | 2016-02-11 | Code |
| 6 | LSTM | 0.465 | No | Hyperbolic Representation Learning for Fast and ... | 2017-07-25 | Code |
| 7 | CNN | 0.413 | No | Hyperbolic Representation Learning for Fast and ... | 2017-07-25 | Code |