Fact Verification
Fact verification, also called "fact checking", is a process of verifying facts in natural text against a database of facts.
Papers
Showing 1–10 of 216 papers
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Re2G | KILT-AC | 78.53 | — | Unverified |
| 2 | intersect | KILT-AC | 71.28 | — | Unverified |
| 3 | Wikipedia | KILT-AC | 65.68 | — | Unverified |
| 4 | KGI | KILT-AC | 64.41 | — | Unverified |
| 5 | Multitask DPR + BART | KILT-AC | 63.94 | — | Unverified |
| 6 | BERT + DPR | KILT-AC | 58.58 | — | Unverified |
| 7 | RAG | KILT-AC | 53.45 | — | Unverified |
| 8 | BART + DPR | KILT-AC | 47.68 | — | Unverified |
| 9 | NSMN | KILT-AC | 41.88 | — | Unverified |
| 10 | ElefPav | KILT-AC | 0 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | ProoFVer-SB | Accuracy | 79.47 | — | Unverified |
| 2 | DREAM | Accuracy | 76.85 | — | Unverified |
| 3 | RoBERTa-Base Joint MSPP Flexible | Accuracy | 75.36 | — | Unverified |
| 4 | RoBERTa-Base Joint MSPP | Accuracy | 74.39 | — | Unverified |
| 5 | KGAT | Accuracy | 74.1 | — | Unverified |
| 6 | RAG | Accuracy | 72.5 | — | Unverified |
| 7 | GEAR | Accuracy | 71.6 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DanFEVER XLM-RoBERTa Large | F1 | 0.9 | — | Unverified |