Fake News Detection on Weibo (Domain Performance Breakdown)
93.5Performance (Science Domain)RAMM
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RAMMopen-source=false2026.04 | 93.5 | 91.7 | 95.2 | 93.7 | 94.2 | 96.6 | 93.5 | 95.4 | 93.1 | 95.9 | 96.1 | 98.9 | |
| IMOLopen-source=true2026.04 | 91.6 | 92.9 | 93.7 | 94.9 | 81.2 | 91.5 | 92.4 | 93.5 | 92.1 | 94.1 | 94.2 | 97.9 | |
| MMHTopen-source=false2026.04 | 89.6 | 91.3 | 94.1 | 93.5 | 87.9 | 92 | 91.5 | 95.2 | 90.2 | 93.9 | 94.1 | 97.9 | |
| DAMMFNDopen-source=true2026.04 | 85.3 | 91.1 | 95.6 | 94.3 | 82.2 | 93.9 | 93.7 | 95.6 | 92.8 | 94.3 | 94.4 | 98.3 | |
| PLDFENDopen-source=false2026.04 | 84 | 91.5 | 88.2 | 92.7 | 92.1 | 92 | 92.6 | 89.8 | 44.7 | 92.6 | 92.9 | 97.5 | |
| KATMFopen-source=false2026.04 | 83.3 | 90.6 | 92.1 | 89.7 | 82.5 | 89.5 | 90.1 | 90.6 | 89.2 | 93.1 | 93.1 | 96.8 | |
| MMDFNDopen-source=true2026.04 | 82.6 | 90.9 | 93.9 | 94.1 | 73.2 | 91.5 | 91.4 | 91.9 | 88.6 | 93.3 | 93.3 | 97.3 | |
| M3DFENDopen-source=true2026.04 | 79.4 | 90.1 | 92.5 | 91 | 76.8 | 86.1 | 90.1 | 89.7 | 87.8 | 92.7 | 92.7 | 97 | |
| MDFENDopen-source=true2026.04 | 77.2 | 91.4 | 89.5 | 90.5 | 76.1 | 87.6 | 81 | 87.9 | 87.6 | 90.3 | 90.3 | 96.6 |