Information Retrieval on WebQuestionsSP N=1639 (test)
63.21MRecall@100Base + Base (RVR)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Base + Base (RVR)Base Retrieval Model=INF, Verifier Budget=1002026.02 | 63.21 | 78.2 | |
| Retrieve-Verify-Retrieve (Base + Base)Base Model=INF, Verifier Budget=502026.02 | 63.15 | 77.9 | |
| Base + Base (RVR)Base Retrieval Model=Contriever, Verifier Budget=1002026.02 | 62.96 | 77.93 | |
| Base + FT (Dr) (RVR)Base Retrieval Model=INF, Verifier Budget=1002026.02 | 62.72 | 77.91 | |
| Base + Base (RVR)Base Retrieval Model=Qwen3, Verifier Budget=1002026.02 | 62.53 | 77.54 | |
| BaseBase Retrieval Model=INF2026.02 | 62.47 | 77.39 | |
| BaseBase Model=INF2026.02 | 62.47 | 77.39 | |
| Retrieve-Verify-Retrieve (Base + FT (Dr))Base Model=INF, Verifier Budget=502026.02 | 62.47 | 77.48 | |
| Retrieve-Verify-Retrieve (Base + Base)Base Model=Contriever, Verifier Budget=502026.02 | 62.22 | 76.94 | |
| BaseBase Retrieval Model=Contriever2026.02 | 62.16 | 77.38 | |
| BaseBase Model=Contriever2026.02 | 62.16 | 77.38 | |
| SearchR1Base Retrieval Model=INF2026.02 | 61.98 | 76.82 | |
| Retrieve-Verify-Retrieve (Base + Base)Base Model=Qwen3, Verifier Budget=502026.02 | 61.73 | 76.93 | |
| SearchR1Base Retrieval Model=Qwen32026.02 | 61.49 | 76.67 | |
| Base + FT (Dr) (RVR)Base Retrieval Model=Contriever, Verifier Budget=1002026.02 | 61.49 | 76.81 | |
| BaseBase Retrieval Model=Qwen32026.02 | 61 | 76.06 | |
| BaseBase Model=Qwen32026.02 | 61 | 76.06 | |
| Base + FT (Dr) (RVR)Base Retrieval Model=Qwen3, Verifier Budget=1002026.02 | 60.81 | 76.28 | |
| Retrieve-Verify-Retrieve (Base + FT (Dr))Base Model=Qwen3, Verifier Budget=502026.02 | 60.14 | 75.56 | |
| Retrieve-Verify-Retrieve (Base + FT (Dr))Base Model=Contriever, Verifier Budget=502026.02 | 60.07 | 75.51 | |
| TongyiBase Retrieval Model=INF2026.02 | 58.29 | 72.37 | |
| TongyiBase Retrieval Model=Qwen32026.02 | 57.56 | 71.8 | |
| SearchR1Base Retrieval Model=Contriever2026.02 | 54.91 | 68.92 | |
| TongyiBase Retrieval Model=Contriever2026.02 | 52.33 | 65.84 | |
| FT (Di)Base Retrieval Model=INF2026.02 | 51.6 | 67.06 | |
| FT (Di)Base Model=INF2026.02 | 51.6 | 67.06 | |
| FT (Di)Base Retrieval Model=Contriever2026.02 | 49.45 | 65.72 | |
| FT (Di)Base Model=Contriever2026.02 | 49.45 | 65.72 | |
| FT (Di)Base Retrieval Model=Qwen32026.02 | 46.68 | 61.5 | |
| FT (Di)Base Model=Qwen32026.02 | 46.68 | 61.5 |