Disinformation Detection on PolitiFact (test)
0.6534AUCPROPANEWS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PROPANEWSDetector=RoBERTa-Large2022.03 | 0.6534 | — | — | — | — | |
| PROPANEWS w/o LLDetector=RoBERTa-Large2022.03 | 0.6465 | — | — | — | — | |
| PROPANEWS w/o AADetector=RoBERTa-Large2022.03 | 0.6321 | — | — | — | — | |
| PROPANEWS w/o AA & LLDetector=RoBERTa-Large2022.03 | 0.6183 | — | — | — | — | |
| PROPANEWSDetector=Grover-Large2022.03 | 0.6043 | — | — | — | — | |
| PN-SilverDetector=RoBERTa-Large2022.03 | 0.6039 | — | — | — | — | |
| PROPANEWS w/o AADetector=Grover-Large2022.03 | 0.5828 | — | — | — | — | |
| Grover-GenDetector=RoBERTa-Large2022.03 | 0.5765 | — | — | — | — | |
| PROPANEWS w/o LLDetector=Grover-Large2022.03 | 0.5693 | — | — | — | — | |
| PN-SilverDetector=Grover-Large2022.03 | 0.5523 | — | — | — | — | |
| PROPANEWS w/o AA & LLDetector=Grover-Large2022.03 | 0.5282 | — | — | — | — | |
| Grover-GenDetector=Grover-Large2022.03 | 0.5277 | — | — | — | — | |
| FactGenDetector=Grover-Large2022.03 | 0.5179 | — | — | — | — | |
| FakeEventDetector=Grover-Large2022.03 | 0.5027 | — | — | — | — | |
| FakeEvent-1SentDetector=Grover-Large2022.03 | 0.5012 | — | — | — | — | |
| Grover-Gen-1SentDetector=RoBERTa-Large2022.03 | 0.4965 | — | — | — | — | |
| FactGenDetector=RoBERTa-Large2022.03 | 0.4846 | — | — | — | — | |
| Grover-Gen-1SentDetector=Grover-Large2022.03 | 0.4748 | — | — | — | — | |
| FakeEvent-1SentDetector=RoBERTa-Large2022.03 | 0.4732 | — | — | — | — | |
| FakeEventDetector=RoBERTa-Large2022.03 | 0.4633 | — | — | — | — | |
| FactGen-1SentDetector=RoBERTa-Large2022.03 | 0.4119 | — | — | — | — | |
| FactGen-1SentDetector=Grover-Large2022.03 | 0.4092 | — | — | — | — | |
| AMPEND-LS2025.12 | — | 0.9218 | 0.9164 | 0.9206 | 0.914 | |
| BREAK2025.12 | — | 0.8214 | 0.8203 | 0.8179 | 0.8229 | |
| EARAM2025.12 | — | 0.8293 | 0.8111 | 0.809 | 0.8132 | |
| FactAgent2025.12 | — | 0.8141 | 0.8109 | 0.8079 | 0.8141 | |
| FakingRecipe2025.12 | — | 0.8333 | 0.8007 | 0.8083 | 0.7944 | |
| LMDD2025.12 | — | 0.8086 | 0.7599 | 0.8005 | 0.7234 | |
| MFCL2025.12 | — | 0.8182 | 0.8252 | 0.8161 | 0.8347 | |
| MGCA2025.12 | — | 0.8214 | 0.811 | 0.8214 | 0.8009 |