Event Sequence Modeling on NYC Taxi
92.2AccuracyAbs. Calendar (Sec.)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Abs. Calendar (Sec.)Tokens=62025.12 | 92.2 | 0.869 | |
| Numeric StringTokens=~42025.12 | 92 | 0.888 | |
| ByteTokens=42025.12 | 92 | 0.892 | |
| Rel. Calendar (Sec.)Tokens=62025.12 | 92 | 0.891 | |
| Scale Bin (Linear)Tokens=12025.12 | 92 | 0.894 | |
| Scale Bin (Log)Tokens=12025.12 | 92 | 1.127 | |
| RSQ (Linear, L1)Tokens=12025.12 | 92 | 0.911 | |
| RSQ (Linear, L4)Tokens=42025.12 | 92 | 0.891 | |
| RSQ (Log, L1)Tokens=12025.12 | 92 | 1.221 | |
| RSQ (Log, L4)Tokens=42025.12 | 92 | 1.201 | |
| Abs. Calendar (Day)Tokens=32025.12 | 91.9 | 16.086 | |
| Rel. Calendar (Day)Tokens=32025.12 | 91.9 | 0.912 | |
| TPP-LLMTokens=-2025.12 | 91.8 | 0.826 |