MemeTracker
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Event Prediction | MemeTracker | Accuracy15.1 | 5 | |
| Event Type Prediction | MemeTracker (test) | Macro F16.9 | 5 | |
| Hawkes process modeling | MemeTracker Arab Spring | Average Epoch Time (s)0.46 | 2 | |
| Hawkes process modeling | MemeTracker Amy Winehouse | Average Epoch Time (s)0.34 | 2 | |
| Hawkes process modeling | MemeTracker Miami Heat | Average Epoch Time (s)0.21 | 2 | |
| Hawkes process modeling | MemeTracker Bail Out | Average Epoch Time (s)0.06 | 2 | |
| Hawkes process modeling | MemeTracker Prince William | Per-event Log-Likelihood2.827 | 1 | |
| Hawkes process modeling | MemeTracker North Korea | Per-event Log-Likelihood2.747 | 1 | |
| Hawkes process modeling | MemeTracker Leader | Log-Likelihood (Per-event)2.674 | 1 | |
| Hawkes process modeling | MemeTracker Crisis | Log-Likelihood (Per-Event)2.495 | 1 | |
| Hawkes process modeling | MemeTracker Libya | Per-event Log-Likelihood2.679 | 1 | |
| Hawkes process modeling | MemeTracker Greece | Log-Likelihood (Per-event)2.28 | 1 |
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