Multilingual Multi-hop Question Answering on MuSiQue sampled 1,000 questions (val)
21.3Swedish EMDaPT
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DaPT2026.03 | 21.3 | 29.5 | 15.5 | 23.8 | 27.4 | 35 | 29.3 | 38.3 | 18.6 | 32.8 | 31.2 | 41.4 | 23.9 | 33.5 | |
| HippoRAG2Type=SA-Baselines2026.03 | 18.1 | 29.7 | 12.5 | 19.5 | 23.8 | 34.6 | 22.8 | 36.5 | 13.3 | 33 | 31.1 | 43.6 | 20.2 | 32.8 | |
| Vanilla RAGType=SF-Baselines2026.03 | 6.4 | 17.2 | 7.1 | 12.5 | 13.7 | 21.9 | 12.5 | 23.1 | 9.5 | 28.5 | 19 | 29.1 | 11.4 | 22 | |
| GraphRAGType=SA-Baselines2026.03 | 2.3 | 8.2 | 1.7 | 8.1 | 2.2 | 10.3 | 3.2 | 13.5 | 2.8 | 20.7 | 4.7 | 13.3 | 2.8 | 12.4 | |
| CoTType=SF-Baselines2026.03 | 1.4 | 9.6 | 1.1 | 3.5 | 3.7 | 11.2 | 2.7 | 11.9 | 1.7 | 19.3 | 4.9 | 14.1 | 2.6 | 11.6 | |
| Zero-shotType=SF-Baselines2026.03 | 1.3 | 9.3 | 1.1 | 3 | 3.9 | 11.2 | 2.6 | 13.2 | 1.9 | 21.1 | 4.9 | 14.8 | 2.6 | 12.1 |