Document-level Event Extraction on ChFinAnn (test)
74.1EF F1 ScoreReDEE
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ReDEE2022.06 | 74.1 | 78 | 70.6 | 91.1 | 90.3 | 90.7 | 82.5 | 69.2 | 75.3 | 83.7 | 73.1 | 78.1 | 81.7 | 78.6 | 80.1 | 84 | 79.9 | 81.9 | |
| DE-PPNA2022.06 | 73.5 | 78.2 | 69.4 | 89.3 | 85.6 | 87.4 | 69.7 | 79.9 | 74.4 | 81 | 71.3 | 75.8 | 83.8 | 73.7 | 78.4 | — | — | — | |
| GITfull_name=Heterogeneous Graph-based Interaction Model with a Tracker2021.05 | 73.4 | 78.9 | 68.5 | 92.3 | 89.2 | 90.8 | 83.9 | 66.6 | 74.3 | 80.7 | 72.3 | 76.3 | 78.6 | 76.9 | 77.7 | 82.3 | 78.4 | 80.3 | |
| GIT2021.05 | 73.4 | — | — | — | — | 90.8 | — | — | 74.3 | — | — | 76.3 | — | — | 77.7 | — | — | 80.3 | |
| GIT2022.06 | 73.4 | 78.9 | 68.5 | 92.3 | 89.2 | 90.8 | 83.9 | 66.6 | 74.3 | 80.7 | 72.3 | 76.3 | 78.6 | 76.9 | 77.7 | 82.3 | 78.4 | 80.3 | |
| Doc2EDAGsource=Re-implemented2021.05 | 71 | 78.7 | 64.7 | 90 | 86.8 | 88.4 | 80.4 | 61.6 | 69.8 | 77.2 | 70.1 | 73.5 | 76.7 | 73 | 74.8 | 80.3 | 75 | 77.5 | |
| Doc2EDAG2021.05 | 71 | — | — | — | — | 88.4 | — | — | 69.8 | — | — | 73.5 | — | — | 74.8 | — | — | 77.5 | |
| Doc2EDAG2022.06 | 71 | 78.7 | 64.7 | 90 | 86.8 | 88.4 | 80.4 | 61.6 | 69.8 | 77.2 | 70.1 | 73.5 | 76.7 | 73 | 74.8 | 80.3 | 75 | 77.5 | |
| Doc2EDAG2019.04 | 70.2 | 77.1 | 64.5 | 91.3 | 83.6 | 87.3 | 80.2 | 65 | 71.8 | 82.1 | 69 | 75 | 80 | 74.8 | 77.3 | — | — | — | |
| Doc2EDAGsource=Reported in Zheng et al. (2019)2021.05 | 70.2 | 77.1 | 64.5 | 91.3 | 83.6 | 87.3 | 80.2 | 65 | 71.8 | 82.1 | 69 | 75 | 80 | 74.8 | 77.3 | — | — | — | |
| GreedyDec2019.04 | 58.9 | 79.5 | 46.8 | 83.3 | 74.9 | 78.9 | 68.7 | 40.8 | 51.2 | 69.7 | 40.6 | 51.3 | 85.7 | 48.7 | 62.1 | — | — | — | |
| Greedy-Decsource=Reported in Zheng et al. (2019)2021.05 | 58.9 | 79.5 | 46.8 | 83.3 | 74.9 | 78.9 | 68.7 | 40.8 | 51.2 | 69.7 | 40.6 | 51.3 | 85.7 | 48.7 | 62.1 | — | — | — | |
| Greedy-Decsource=Re-implemented2021.05 | 57.7 | 78.5 | 45.6 | 83.9 | 75.3 | 79.4 | 69 | 40.7 | 51.2 | 64.8 | 40.6 | 50 | 82.1 | 40.4 | 54.2 | 80.4 | 49.1 | 61 | |
| Greedy-DecDecoding strategy=Greedy2021.05 | 57.7 | — | — | — | — | 79.4 | — | — | 51.2 | — | — | 50 | — | — | 54.2 | — | — | 61 | |
| Greedy-Dec2022.06 | 57.7 | 78.5 | 45.6 | 83.9 | 75.3 | 79.4 | 69 | 40.7 | 51.2 | 64.8 | 40.6 | 50 | 82.1 | 40.4 | 54.2 | 80.4 | 49.1 | 61 | |
| DCFEE-O2019.04 | 51.1 | 66 | 41.6 | 84.5 | 81.8 | 83.1 | 62.7 | 35.4 | 45.3 | 51.4 | 42.6 | 46.6 | 64.3 | 63.6 | 63.9 | — | — | — | |
| DCFEE-Ssource=Reported in Zheng et al. (2019)2021.05 | 51.1 | 66 | 41.6 | 84.5 | 81.8 | 83.1 | 62.7 | 35.4 | 45.3 | 51.4 | 42.6 | 46.6 | 64.3 | 63.6 | 63.9 | — | — | — | |
| DCFEE-Ssource=Re-implemented2021.05 | 46.7 | 61.1 | 37.8 | 84.5 | 76 | 80 | 60.8 | 39 | 47.5 | 46.9 | 46.5 | 46.7 | 64.2 | 49.8 | 56.1 | 67.7 | 54.4 | 60.3 | |
| DCFEE-SProduction mode=One record at a time2021.05 | 46.7 | — | — | — | — | 80 | — | — | 47.5 | — | — | 46.7 | — | — | 56.1 | — | — | 60.3 | |
| DCFEE-S2022.06 | 46.7 | 61.1 | 37.8 | 84.5 | 76 | 80 | 60.8 | 39 | 47.5 | 46.9 | 46.5 | 46.7 | 64.2 | 49.8 | 56.1 | 67.7 | 54.4 | 60.3 | |
| DCFEE-M2019.04 | 45.6 | 51.8 | 40.7 | 83.7 | 78 | 80.8 | 49.5 | 39.9 | 44.2 | 42.5 | 47.5 | 44.9 | 59.8 | 66.4 | 62.9 | — | — | — | |
| DCFEE-Msource=Reported in Zheng et al. (2019)2021.05 | 45.6 | 51.8 | 40.7 | 83.7 | 78 | 80.8 | 49.5 | 39.9 | 44.2 | 42.5 | 47.5 | 44.9 | 59.8 | 66.4 | 62.9 | — | — | — | |
| DCFEE-Msource=Re-implemented2021.05 | 42.7 | 44.6 | 40.9 | 75.2 | 71.5 | 73.3 | 51.4 | 41.4 | 45.8 | 42.8 | 46.7 | 44.6 | 55.3 | 52.4 | 53.8 | 58.1 | 55.2 | 56.6 | |
| DCFEE-MProduction mode=Multiple possible argument combinations2021.05 | 42.7 | — | — | — | — | 73.3 | — | — | 45.8 | — | — | 44.6 | — | — | 53.8 | — | — | 56.6 | |
| DCFEE-M2022.06 | 42.7 | 44.6 | 40.9 | 75.2 | 71.5 | 73.3 | 51.4 | 41.4 | 45.8 | 42.8 | 46.7 | 44.6 | 55.3 | 52.4 | 53.8 | 58.1 | 55.2 | 56.6 | |
| PTPCG2022.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 88.2 | 69.1 | 79.4 |