Retrieval on Average (mMARCO-zh, HotpotQA, NQ, TQA)
66.55NDCG@10CausalNeg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CausalNeg2026.05 | 66.55 | 74.09 | |
| Mined-only2026.05 | 64.65 | 71.7 | |
| Naïve Mixture (SyNeg)2026.05 | 63.05 | 70.25 | |
| Random2026.05 | 62.81 | 72.72 | |
| CoT Generation2026.05 | 11.45 | 14.26 | |
| Vanilla Generation2026.05 | 1.71 | 2.32 |