Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Heterogeneous Dynamic Convolutions | 96.29 | No | Geometry-Aware Supertagging with Heterogeneous D... | 2022-03-23 | Code |
| 2 | NeST-CCG + BERT | 96.25 | No | Supertagging Combinatory Categorial Grammar with... | 2020-10-13 | Code |
| 3 | CVT + Multi-task + Large | 96.1 | No | Semi-Supervised Sequence Modeling with Cross-Vie... | 2018-09-22 | Code |
| 4 | Lewis et al. | 94.7 | No | - | - | - |
| 5 | BiLSTM-LAN | 94.7 | No | Hierarchically-Refined Label Attention Network f... | 2019-08-23 | Code |
| 6 | Vaswani et al. | 94.24 | No | - | - | - |
| 7 | Low supervision | 93.26 | No | - | - | - |
| 8 | Xu et al. | 93 | No | - | - | - |