Quantile Regression on StackSample (test)
82.67Avg MAPEQT
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| QTK=8, Backbone=Phi-3-mini-4k-instruct2026.04 | 82.67 | 73.36 | 64.58 | 34.69 | 297.25 | 333.43 | 361.66 | |
| Quantile TokenModel=Qwen3-4B, K=82026.04 | 84.3 | 73.02 | 64.86 | 33.75 | 274.2 | 315.4 | 346.9 | |
| Quantile RegressionModel=Qwen3-4B, K=82026.04 | 98.56 | 74.97 | 67.19 | 30.01 | 545.5 | 1,025.38 | 2,110.01 | |
| QRK=8, Backbone=Phi-3-mini-4k-instruct2026.04 | 101.63 | 75.68 | 69.64 | 30.77 | 1,600.67 | 2,784.72 | 3,876.98 | |
| QRK=0, Backbone=Phi-3-mini-4k-instruct2026.04 | 255.99 | 75.4 | 68.77 | 17.95 | 3,091.45 | 4,847.6 | 5,729.65 | |
| Quantile RegressionModel=Qwen3-4B, K=02026.04 | 266.65 | 75 | 67.41 | 6.68 | 3,900.57 | 6,949.75 | 45,480.31 |