Claim Verification on WiCE
60.3Exact MatchLatent Memory
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Latent Memoryk=5, Memory tokens=8, Generator=Meta-Llama-3-8B-Instruct2026.06 | 60.3 | 60.3 | 129 | |
| Latent Memoryk=2, Memory tokens=8, Generator=Meta-Llama-3-8B-Instruct2026.06 | 57 | 57 | 82 | |
| Latent Memoryk=5, Memory tokens=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 55.9 | 55.9 | 94 | |
| Latent Memoryk=1, Memory tokens=8, Generator=Meta-Llama-3-8B-Instruct2026.06 | 52.8 | 52.8 | 66 | |
| Latent Memoryk=2, Memory tokens=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 52.5 | 52.5 | 68 | |
| BM25k=5, Generator=Meta-Llama-3-8B-Instruct2026.06 | 51.7 | 51.7 | 417 | |
| Full ContextGenerator=Meta-Llama-3-8B-Instruct2026.06 | 51.1 | 51.1 | 2,311 | |
| Qwen3-Emb-0.6Bk=5, Generator=Meta-Llama-3-8B-Instruct2026.06 | 47.5 | 47.5 | 389 | |
| Densek=5, Generator=Meta-Llama-3-8B-Instruct2026.06 | 46.4 | 46.4 | 351 | |
| Latent Memoryk=1, Memory tokens=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 45.5 | 45.5 | 59 | |
| BM25k=2, Generator=Meta-Llama-3-8B-Instruct2026.06 | 44.1 | 44.1 | 210 | |
| BM25k=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 43.6 | 43.6 | 135 | |
| Densek=2, Generator=Meta-Llama-3-8B-Instruct2026.06 | 43.6 | 43.6 | 174 | |
| Qwen3-Emb-0.6Bk=2, Generator=Meta-Llama-3-8B-Instruct2026.06 | 42.5 | 42.5 | 201 | |
| Qwen3-Emb-0.6Bk=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 42.2 | 42.2 | 126 | |
| Densek=1, Generator=Meta-Llama-3-8B-Instruct2026.06 | 39.9 | 39.9 | 116 |