Crosslingual Claim Retrieval on Development dataset (dev)
39.1R@1ConcatEnc
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ConcatEnc2025.12 | 39.1 | 68 | 71.3 | 42.4 | 69.4 | 72.6 | |
| TriAlignerData Augmentation=true, Re-Ranker=true2025.12 | 39.1 | 73.4 | 75.9 | 42.9 | 74.8 | 77.2 | |
| TriAlignerData Augmentation=true2025.12 | 36.8 | 70.2 | 75.9 | 40 | 71.9 | 77.2 | |
| TriAligner2025.12 | 36.7 | 68.7 | 72 | 40.2 | 70.7 | 72.8 | |
| MultiSim2025.12 | 32.1 | 65.1 | 70 | 35.7 | 66.5 | 71 | |
| BGE-M3Data Augmentation=true2025.12 | 21.4 | 53.3 | 60.3 | 24.1 | 55.4 | 61.6 | |
| BGE-M3Source of Data=English2025.12 | 19.5 | 47.3 | 54.9 | 21.9 | 49.5 | 56.5 | |
| BGE-M3Source of Data=Native2025.12 | 14.2 | 39.2 | 43.4 | 15.8 | 40.9 | 44.8 | |
| LaBSESource of Data=English2025.12 | 11.1 | 33.6 | 40 | 12.9 | 36.6 | 42 | |
| LaBSESource of Data=Native2025.12 | 7.4 | 25.5 | 28.6 | 8.2 | 27.4 | 30.4 |