TwiBot
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bot detection | TwiBot-20 | Accuracy89.9 | 101 | |
| Bot Detection | Twibot-22 | Accuracy87.4 | 38 | |
| Bot Detection | Twibot-20 Standard (test) | Accuracy / F1 Score70.4 | 20 | |
| Bot Detection | Twibot-20 Shortcut (test) | Accuracy/F1 Score62.5 | 20 | |
| Social Bot Detection | TwiBot-22 (test) | AUC94.2 | 13 | |
| Social Bot Detection | TwiBot-20 (test) | AUC91.4 | 13 | |
| Social Bot Detection | TwiBot-20 full 229K nodes | Accuracy87.25 | 7 | |
| Bot Detection (Values Shortcut) | Twibot-20 Standard (test) | Accuracy61.4 | 5 | |
| Bot Detection (Values Shortcut) | Twibot Shortcut 20 (test) | Accuracy48.8 | 5 | |
| Bot Detection (Topics Shortcut) | Twibot Standard 20 (te) | Accuracy63.5 | 5 | |
| Bot Detection (Topics Shortcut) | Twibot Shortcut 20 (test) | Accuracy60.7 | 5 | |
| Bot Detection (Emotions Shortcut) | Twibot-20 Standard (test) | Accuracy58.5 | 5 | |
| Bot Detection (Emotions Shortcut) | Twibot Shortcut 20 (test) | Accuracy40 | 5 | |
| Bot Detection (Sentiments Shortcut) | Twibot-20 Standard (test) | Accuracy58 | 5 | |
| Bot Detection (Sentiments Shortcut) | Twibot Shortcut 20 (te) | Accuracy41.5 | 5 | |
| Social Bot Detection | TwiBot-20 11.8K nodes | Accuracy81.48 | 3 |
Showing 16 of 16 rows