Metric: Smatch (higher is better)
| # | Model↕ | Smatch▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Graphene Smatch (MBSE paper) (IBM) | 85.4 | Yes | Maximum Bayes Smatch Ensemble Distillation for A... | 2021-12-14 | Code |
| 2 | Graphene Smatch (IBM) | 84.87 | Yes | Ensembling Graph Predictions for AMR Parsing | 2021-10-18 | Code |
| 3 | LeakDistill | 84.6 | Yes | Incorporating Graph Information in Transformer-b... | 2023-06-23 | Code |
| 4 | Graphene Support (IBM) | 84.41 | Yes | Ensembling Graph Predictions for AMR Parsing | 2021-10-18 | Code |
| 5 | StructBART + MBSE (IBM) | 84.3 | Yes | Maximum Bayes Smatch Ensemble Distillation for A... | 2021-12-14 | Code |
| 6 | AMRBART large | 84.2 | Yes | Graph Pre-training for AMR Parsing and Generation | 2022-03-15 | Code |
| 7 | ATP-SRL | 84 | Yes | ATP: AMRize Then Parse! Enhancing AMR Parsing wi... | 2022-04-19 | Code |
| 8 | BiBL | 83.9 | No | - | - | Code |
| 9 | BiBL+Silver | 83.5 | Yes | - | - | Code |
| 10 | LeakDistill (base) | 83.5 | Yes | Incorporating Graph Information in Transformer-b... | 2023-06-23 | Code |
| 11 | SPRING DFS | 83 | No | - | - | Code |
| 12 | SPRING DFS + silver | 83 | Yes | - | - | Code |
| 13 | APT+Silver (IBM) | 80.4 | Yes | AMR Parsing with Action-Pointer Transformer | 2021-04-29 | Code |