Citation Generation on ExpertQA
33.55Snippet-F1ReClaim
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ReClaimModel=Qwen3-8B, Strategy=Constrained2026.06 | 33.55 | — | 61.71 | |
| Generate-then-RetrieveStrategy=Posthoc2026.06 | 32.7 | 82.5 | 42.41 | |
| FullCiteModel=Gemma-3-12B-it, Strategy=Posthoc2026.06 | 30.13 | 44.18 | 69.02 | |
| FullCiteModel=Qwen3-8B, Strategy=Posthoc2026.06 | 28.44 | 53.92 | 56.82 | |
| FullCiteModel=Gemma-3-12B-it, Strategy=Constrained2026.06 | 27.34 | 56.06 | 67.99 | |
| FullCiteModel=Qwen3-8B, Strategy=Constrained2026.06 | 27.23 | 65.8 | 53.54 | |
| Gemma-3-12B-itStrategy=Prompt-based2026.06 | 16.01 | 42.15 | 69.16 | |
| ReClaimModel=Gemma-3-12B-it, Strategy=Constrained2026.06 | 13.12 | — | 68.53 | |
| Qwen3-8BStrategy=Prompt-based2026.06 | 5.56 | 56.42 | 64.61 |