Social Bot Detection on TwiBot-20 full 229K nodes
87.25AccuracyBotDGT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BotDGTSetting=Central., Data Access=Full dynamic graph2026.04 | 87.25 | 88.87 | |
| SeBotSetting=Central., Data Access=Full graph + struct. entropy2026.04 | 87.24 | 88.74 | |
| LMBotSetting=Central., Data Access=Full graph → LM distill.2026.04 | 85.63 | 87.61 | |
| RGTSetting=Central., Data Access=Full graph + metadata2026.04 | 84.7 | 87.19 | |
| SimpleHGNSetting=Central., Data Access=Full heterog. graph2026.04 | 84.65 | 87.13 | |
| BotRGCNSetting=Central., Data Access=Full graph + metadata2026.04 | 84.42 | 86.9 | |
| SGBotSetting=Central., Data Access=Full graph + tweets2026.04 | 79.58 | 83.51 |