Event sequence modeling on Amazon Review
70Accuracy (%)Abs. Calendar (Day)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Abs. Calendar (Day)Tokens=32025.12 | 70 | 0.633 | |
| Abs. Calendar (Sec.)Tokens=62025.12 | 70 | 0.634 | |
| Numeric StringTokens=~42025.12 | 69.9 | 0.647 | |
| Rel. Calendar (Day)Tokens=32025.12 | 69.8 | 0.648 | |
| ByteTokens=42025.12 | 69.7 | 0.644 | |
| Rel. Calendar (Sec.)Tokens=62025.12 | 69.7 | 0.648 | |
| Scale Bin (Linear)Tokens=12025.12 | 69.7 | 0.637 | |
| RSQ (Linear, L1)Tokens=12025.12 | 69.7 | 0.647 | |
| RSQ (Linear, L4)Tokens=42025.12 | 69.7 | 0.646 | |
| RSQ (Log, L4)Tokens=42025.12 | 69.7 | 0.631 | |
| Scale Bin (Log)Tokens=12025.12 | 69.6 | 0.632 | |
| RSQ (Log, L1)Tokens=12025.12 | 69.6 | 0.632 | |
| TPP-LLMTokens=-2025.12 | 69.5 | 0.57 |