Cresci
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bot detection | Cresci-15 | Accuracy98.7 | 38 | |
| Bot Detection | Cresci Standard 2015 (test) | Accuracy / F1 Score97.2 | 20 | |
| Bot Detection | Cresci Shortcut 2015 (test) | Accuracy/F1 Score96.7 | 20 | |
| Social Bot Detection | Cresci-15 (test) | AUC0.992 | 13 | |
| Bot Detection (Values Shortcut) | Cresci Standard 2017 (test) | Accuracy86.9 | 5 | |
| Bot Detection (Values Shortcut) | Cresci Shortcut 2017 (test) | Accuracy83 | 5 | |
| Bot Detection (Values Shortcut) | Cresci Standard 2015 (test) | Accuracy87.3 | 5 | |
| Bot Detection (Values Shortcut) | Cresci Shortcut 2015 (te) | Accuracy76.2 | 5 | |
| Bot Detection (Topics Shortcut) | Cresci Standard 2017 (test) | Accuracy86.7 | 5 | |
| Bot Detection (Topics Shortcut) | Cresci Shortcut 2017 (te) | Accuracy83.9 | 5 | |
| Bot Detection (Topics Shortcut) | Cresci Standard 2015 (test) | Accuracy97.2 | 5 | |
| Bot Detection (Topics Shortcut) | Cresci Shortcut 2015 (te) | Accuracy99.2 | 5 | |
| Bot Detection (Emotions Shortcut) | Cresci Standard 2017 (test) | Accuracy81.9 | 5 | |
| Bot Detection (Emotions Shortcut) | Cresci Shortcut 2017 (test) | Accuracy67 | 5 | |
| Bot Detection (Emotions Shortcut) | Cresci Standard 2015 (test) | Accuracy97.1 | 5 | |
| Bot Detection (Emotions Shortcut) | Cresci Shortcut 2015 (te) | Accuracy93.6 | 5 | |
| Bot Detection (Sentiments Shortcut) | Cresci Standard 2017 (test) | Accuracy83.6 | 5 | |
| Bot Detection (Sentiments Shortcut) | Cresci Shortcut 2017 (test) | Accuracy69 | 5 | |
| Bot Detection (Sentiments Shortcut) | Cresci Standard 2015 (test) | Accuracy91.2 | 5 | |
| Bot Detection (Sentiments Shortcut) | Cresci Shortcut 2015 (test) | Accuracy86.4 | 5 |
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