Cross-lingual Retrieval on MIRACL
0.423nDCG@10SemBridge
Evaluation Results
| Method | Links | |
|---|---|---|
| SemBridgeBackbone=Splade-v3, Language=Arabic2026.05 | 0.423 | |
| SemBridgeBackbone=Splade-PP, Language=Arabic2026.05 | 0.386 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Korean2026.05 | 0.383 | |
| SemBridgeBackbone=Splade-v3, Language=Korean2026.05 | 0.382 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Arabic2026.05 | 0.382 | |
| SemBridgeBackbone=Splade-PP, Language=Korean2026.05 | 0.343 | |
| SemBridgeBackbone=Splade-v3, Language=Hindi2026.05 | 0.322 | |
| SemBridgeBackbone=Splade-PP, Language=Hindi2026.05 | 0.322 | |
| SemBridgeBackbone=Splade-v3, Language=Average2026.05 | 0.319 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Hindi2026.05 | 0.311 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Arabic2026.05 | 0.301 | |
| SemBridgeBackbone=Splade-PP, Language=Average2026.05 | 0.298 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Average2026.05 | 0.296 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Korean2026.05 | 0.289 | |
| SemBridgeBackbone=Splade-PP, Language=Russian2026.05 | 0.281 | |
| SemBridgeBackbone=Splade-v3, Language=Russian2026.05 | 0.267 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Russian2026.05 | 0.25 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Hindi2026.05 | 0.249 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Average2026.05 | 0.245 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Russian2026.05 | 0.234 | |
| SemBridgeBackbone=Splade-v3, Language=Chinese2026.05 | 0.203 | |
| SemBridgeBackbone=Opensearch-Sparse-v1, Language=Chinese2026.05 | 0.169 | |
| SemBridgeBackbone=Splade-PP, Language=Chinese2026.05 | 0.158 | |
| SemBridgeBackbone=Granite-30M-Sparse, Language=Chinese2026.05 | 0.136 |