Bot Detection (Topics Shortcut) on Twibot Shortcut 20 (test)
60.7AccuracyDataset-Level*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dataset-Level*Backbone=RoBERTa2025.11 | 60.7 | 270 | |
| Model-Level*Backbone=RoBERTa2025.11 | 52.2 | 218 | |
| Text-Level*Backbone=RoBERTa2025.11 | 29.6 | 80 | |
| AMR+CIGABackbone=RoBERTa2025.11 | 18.9 | 15 | |
| Shortcut_trBackbone=RoBERTa2025.11 | 16.4 | — |