Citation Generation on ASQA
75.07Snippet-F1Generate-then-Retrieve
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Generate-then-RetrieveStrategy=Posthoc2026.06 | 75.07 | 93.74 | 42.93 | |
| FullCiteModel=Qwen3-8B, Strategy=Posthoc2026.06 | 61.87 | 80.98 | 52.17 | |
| ReClaimModel=Qwen3-8B, Strategy=Constrained2026.06 | 58.22 | — | 68.07 | |
| FullCiteModel=Qwen3-8B, Strategy=Constrained2026.06 | 55.11 | 74.59 | 51.6 | |
| ReClaimModel=Gemma-3-12B-it, Strategy=Constrained2026.06 | 42.16 | — | 73.85 | |
| FullCiteModel=Gemma-3-12B-it, Strategy=Posthoc2026.06 | 41.8 | 53.17 | 73.46 | |
| FullCiteModel=Gemma-3-12B-it, Strategy=Constrained2026.06 | 29.99 | 39.43 | 72.16 | |
| Qwen3-8BStrategy=Prompt-based2026.06 | 12.8 | 33.87 | 56.55 | |
| Gemma-3-12B-itStrategy=Prompt-based2026.06 | 12.42 | 18.16 | 63.56 |