Event Sequence Modeling on Chicago Crime
27.3AccuracyTPP-LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TPP-LLMTokens=-2025.12 | 27.3 | 0.542 | |
| ByteTokens=42025.12 | 27.2 | 0.726 | |
| Rel. Calendar (Sec.)Tokens=62025.12 | 27.2 | 0.728 | |
| RSQ (Log, L4)Tokens=42025.12 | 27.2 | 0.575 | |
| Numeric StringTokens=~42025.12 | 27.1 | 0.728 | |
| Abs. Calendar (Day)Tokens=32025.12 | 27.1 | 0.698 | |
| Abs. Calendar (Sec.)Tokens=62025.12 | 27.1 | 0.692 | |
| Rel. Calendar (Day)Tokens=32025.12 | 27.1 | 0.728 | |
| Scale Bin (Linear)Tokens=12025.12 | 27.1 | 0.717 | |
| Scale Bin (Log)Tokens=12025.12 | 27.1 | 0.562 | |
| RSQ (Linear, L1)Tokens=12025.12 | 27.1 | 0.708 | |
| RSQ (Linear, L4)Tokens=42025.12 | 27.1 | 0.698 | |
| RSQ (Log, L1)Tokens=12025.12 | 27.1 | 0.576 |