Fact Verification on KILT: FEVER
Metric: R-Prec (higher is better)
Metric: R-Prec (higher is better)
| # | Model↕ | R-Prec▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 88.92 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | TABi | 84.45 | No | - | - | - |
| 3 | chriskuei | 84.07 | No | - | - | - |
| 4 | GENRE | 83.64 | No | - | - | - |
| 5 | intersect | 81.45 | No | - | - | - |
| 6 | KGI | 75.6 | No | - | - | - |
| 7 | Wikipedia | 74.77 | No | - | - | - |
| 8 | Multitask DPR + BART | 74.48 | No | - | - | - |
| 9 | Multi-task DPR | 74.48 | No | - | - | - |
| 10 | BERT + DPR | 72.93 | No | - | - | - |
| 11 | RAG | 61.94 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 12 | BART + DPR | 55.33 | No | - | - | - |
| 13 | NSMN | 49.24 | No | - | - | - |
| 14 | Sphere | 0 | No | - | - | - |
| 15 | aa_evalai | 0 | No | - | - | - |
| 16 | BART | 0 | No | - | - | - |
| 17 | T5-base | 0 | No | - | - | Code |
| 18 | GENRE+roBERTa finetuning | 0 | No | - | - | - |
| 19 | SVM with rbf kernel | 0 | No | - | - | - |
| 20 | ElefPav | 0 | No | - | - | - |
| 21 | Alessandro_Tansel | 0 | No | - | - | - |
| 22 | JuanTran | 0 | No | - | - | - |
| 23 | Logistic Regression | 0 | No | - | - | - |
| 24 | QDA | 0 | No | - | - | - |
| 25 | SVM | 0 | No | - | - | - |
| 26 | stupidTeam | 0 | No | - | - | - |
| 27 | QDA_EMB2 | 0 | No | - | - | - |
| 28 | SVM | 0 | No | - | - | - |
| 29 | Marco Aurelio Sterpa | 0 | No | - | - | - |
| 30 | its_all_greek_to_me | 0 | No | - | - | - |
| 31 | multi-task small | 0 | No | - | - | - |
| 32 | LogisticRegression | 0 | No | - | - | - |
| 33 | galimaldo | 0 | No | - | - | - |