Fake News Detection on Weibo 21
96.2Science Domain AccuracyRAMM
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RAMMopen-source=false2026.04 | 96.2 | 95.6 | 92.7 | 96.1 | 97.4 | 97.9 | 98.3 | 95.9 | 93.7 | 96.8 | 96.9 | 99.1 | |
| MMHTopen-source=false2026.04 | 94.2 | 94.9 | 92.9 | 93.7 | 95.6 | 91.5 | 91.4 | 92.9 | 92.3 | 94.5 | 94.5 | 98.3 | |
| MMDFNDopen-source=true2026.04 | 93.5 | 95.5 | 85.4 | 94.2 | 96.3 | 92.3 | 88.1 | 96.1 | 91.7 | 94 | 94 | 97.6 | |
| DAMMFNDopen-source=true2026.04 | 93.2 | 95.3 | 93.2 | 91.7 | 98.2 | 91.9 | 94.1 | 99 | 94.5 | 94.7 | 94.7 | 98.5 | |
| KATMFopen-source=false2026.04 | 91.2 | 93 | 91.1 | 89.8 | 89.9 | 91.7 | 87.3 | 93.5 | 90 | 92.5 | 92.9 | 97.4 | |
| PLDFENDopen-source=false2026.04 | 91 | 95.9 | 90.1 | 91.1 | 88.8 | 94 | 88.5 | 93.6 | 88.7 | 92.5 | — | — | |
| IMOLopen-source=true2026.04 | 85.7 | 92.1 | 95.4 | 94.7 | 85.2 | 93.2 | 94.5 | 95.3 | 92.5 | 94.3 | 94.4 | 98.1 | |
| MDFENDopen-source=true2026.04 | 83.2 | 93.6 | 89.3 | 89.5 | 88.8 | 93.8 | 89.7 | 90.4 | 90.2 | 91.4 | 91.4 | 96.9 | |
| M3DFENDopen-source=true2026.04 | 83.1 | 94.8 | 90.1 | 90.6 | 88.5 | 94.3 | 90.3 | 92.9 | 89.1 | 92 | 92 | 97.6 |