Knowledge Selection on RotoWire-FG
98.89Relation Generation PENT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ENT2025.11 | 98.89 | 39.04 | 49.29 | 43.57 | 17.5 | |
| HunterAug-BARTBackbone=BART, Augmentation=Structured Knowledge Hunter2025.11 | 97.53 | 49.65 | 71.4 | 55.78 | 26.74 | |
| HunterAug-T5Backbone=T5, Augmentation=Structured Knowledge Hunter2025.11 | 97.15 | 48.36 | 69.98 | 53.28 | 25.23 | |
| NCP + TRExtension=TR2025.11 | 95.7 | 42.9 | 56.91 | 48.92 | 24.47 | |
| AuxEncoder2025.11 | 94.75 | 42.72 | 57.56 | 49.04 | 25.23 | |
| BART2025.11 | 94.71 | 44.58 | 57.24 | 50.12 | 24.35 | |
| NCP2025.11 | 94.21 | 43.31 | 55.15 | 48.52 | 23.46 | |
| Template2025.11 | 93.72 | 23.98 | 43.96 | 31.03 | 10.25 | |
| T52025.11 | 92.75 | 43.62 | 56.09 | 48.98 | 23.26 | |
| CC2025.11 | 81.51 | 36.15 | 39.12 | 37.57 | 18.56 |