Retrieval on STARK-PRIME
19.9Hit@1SeedER
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SeedERLanguage Model Encoder=MiniLM-L6-v22026.05 | 19.9 | 41.1 | 29.3 | 46.1 | |
| Dense RetrieverLanguage Model Encoder=MiniLM-L6-v22026.05 | 10.1 | 21.8 | 16.1 | 25.9 | |
| K-hop-w-filterLanguage Model Encoder=MiniLM-L6-v22026.05 | 10.1 | 24.8 | 16.7 | 34.2 | |
| G-RetrieverLanguage Model Encoder=MiniLM-L6-v22026.05 | 9.9 | 23.2 | 16.2 | 32.1 | |
| SubgraphRAGLanguage Model Encoder=MiniLM-L6-v22026.05 | 9.9 | 22 | 15.6 | 26.2 | |
| Beam SearchLanguage Model Encoder=MiniLM-L6-v22026.05 | 9.9 | 24.9 | 16.7 | 33.1 | |
| A⋆ SearchLanguage Model Encoder=MiniLM-L6-v22026.05 | 9.9 | 25 | 16.7 | 33.4 | |
| PPRLanguage Model Encoder=MiniLM-L6-v22026.05 | 8.8 | 24.4 | 16 | 32 | |
| PPR+MMRLanguage Model Encoder=MiniLM-L6-v22026.05 | 8.8 | 25.7 | 16.2 | 31.8 |