Misinformation detection on Horne 2017
99.99AccuracyTEGRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TEGRAGraph Extraction=KGI, Triple Selection=True2026.02 | 99.99 | 99.99 | |
| TEGGraph Extraction=KGI2026.02 | 96.87 | 97.88 | |
| TEGRAGraph Extraction=OpenIE6, Triple Selection=True2026.02 | 93.93 | 93.75 | |
| RoBERTaConfiguration=Baselines2026.02 | 93.33 | 94.3 | |
| TEGGraph Extraction=OpenIE62026.02 | 92.72 | 92.49 | |
| TEGRAGraph Extraction=OpenIE6, Triple Selection=False2026.02 | 92.12 | 92.22 | |
| BERTConfiguration=Baselines2026.02 | 90.91 | 91.43 | |
| Tsetlin machineConfiguration=Baselines2026.02 | 90.91 | 90.91 | |
| TEGRAGraph Extraction=KGI, Triple Selection=False2026.02 | 90 | 90.81 | |
| LLMConfiguration=Baselines, Shots=3-shots2026.02 | 87.88 | 88.89 | |
| LLMConfiguration=Baselines, Shots=0-shot2026.02 | 84.85 | 85.71 | |
| DeClarEConfiguration=Baselines2026.02 | 62.5 | 50 |