Monolingual Claim Retrieval on dataset (dev)
54.1Recall @ 1TriAligner
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TriAlignerData Augmentation=true, Re-Ranker=true2025.12 | 54.1 | 87 | 88.5 | 58.5 | 88.1 | 89.3 | |
| TriAlignerData Augmentation=true2025.12 | 50.2 | 86 | 88.5 | 54.5 | 87.1 | 89.3 | |
| TriAligner2025.12 | 50.1 | 83.7 | 87.9 | 54.5 | 84.8 | 88.6 | |
| ConcatEnc2025.12 | 48.6 | 81.6 | 85.5 | 52.9 | 82.7 | 86.3 | |
| BGE-M3Data Augmentation=true2025.12 | 42.6 | 79.2 | 83.2 | 46.2 | 81.1 | 84.7 | |
| BGE-M3Source of Data=English2025.12 | 41.1 | 77.6 | 81.9 | 44.6 | 79.4 | 83.5 | |
| BGE-M3Source of Data=Native2025.12 | 41 | 79.4 | 83.6 | 44.4 | 80.8 | 84.8 | |
| MultiSim2025.12 | 38 | 74.1 | 79 | 41.8 | 75.6 | 80.3 | |
| LaBSESource of Data=Native2025.12 | 27.6 | 57.6 | 62.5 | 30.3 | 59.8 | 64.5 | |
| LaBSESource of Data=English2025.12 | 26.2 | 55.2 | 60.8 | 28.6 | 57.5 | 62.8 |