SciFact scifact Leaderboard
Auto-discovered from papers reporting SciFact (NDCG@10). · Metric: NDCG@10 (higher is better) · 🟢 Updated 17h ago
| # | Model | NDCG@10 | Paper |
|---|---|---|---|
| 1 | E2Rank-8b | 80.91 | link |
| 2 | E2Rank-8b+Rerank | 78.99 | link |
| 3 | RankQwen3-8B | 78.96 | link |
| 4 | E2Rank-4b | 78.94 | link |
| 5 | E2Rank-4b+Rerank | 78.48 | link |
| 6 | RankQwen3-4B | 76.37 | link |
| 7 | w/o InfoNCE in Stage II | 74.27 | link |
| 8 | E2Rank-0.6B | 73.43 | link |
| 9 | w/o Stage I | 73.18 | link |
| 10 | E2Rank-0.6b+Rerank | 72.95 | link |
| 11 | w/o Listwise in Stage II | 72.44 | link |
| 12 | w/o RankNet in Stage II | 71.95 | link |
| 13 | RankQwen3-0.6B | 71.01 | link |
| 14 | w/ only Stage I | 70.08 | link |
| 15 | BM25 | 67.89 | link |
| 16 | MNRL + hard neg (v2) | 0.69 | link |
| 17 | ColBERTv2 (published) | 0.69 | link |
| 18 | BGE-base untrained (110M, 768d) | 0.69 | link |
| 19 | MNRL batch-only (v1) | 0.68 | link |
| 20 | BM25 / Elasticsearch | 0.67 | link |
| 21 | BGE-small base | 0.65 | link |
| 22 | vstash hybrid RRF (BGE-small base) | 0.65 | link |
| 23 | TripletLoss (76K, 3ep) | 0.06 | link |