Evidence Retrieval on FEVER 2018 (test)
88.48Recall@20DACLR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DACLRModality=Text-only2026.05 | 88.48 | 89.58 | 69.04 | 69.32 | 70.28 | 71.29 | |
| RAVModality=Text-only2026.05 | 87.77 | 90.57 | 60.24 | 62.29 | 62.42 | 65.71 | |
| BERTModality=Text-only2026.05 | 87.47 | 90.34 | 57.23 | 58.36 | 58.12 | 59.47 | |
| KGATModality=Text-only2026.05 | 87.47 | 89.63 | 61.73 | 63.77 | 59.88 | 60.74 | |
| M-ReRankModality=Text-only2026.05 | 86.13 | 90.78 | 63.27 | 63.82 | 65.34 | 67.92 | |
| RoBERTaModality=Text-only2026.05 | 85.57 | 90.65 | 55.24 | 53.67 | 54.71 | 55.24 | |
| XLNetModality=Text-only2026.05 | 85.34 | 88.46 | 60.23 | 61.92 | 62.87 | 64.14 | |
| GEREModality=Text-only2026.05 | 77.16 | 88.75 | 59.83 | 61.22 | 61.72 | 62.33 | |
| TF-IDFModality=Text-only2026.05 | 47.87 | 70.26 | 31.74 | 33.57 | 28.99 | 29.62 | |
| BM25Modality=Text-only2026.05 | 46.34 | 68.77 | 28.02 | 28.32 | 30.23 | 31.26 |