Price Distribution Prediction on Airbnb (test)
26.4Avg MAPEQuantile Token
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Quantile TokenModel=Qwen3-14B, K=82026.04 | 26.4 | 49.67 | 26.67 | 47.41 | 4.61 | 7.39 | 11.1 | |
| Quantile TokenModel=Qwen3-8B, K=82026.04 | 26.56 | 49.63 | 26.75 | 47 | 3.89 | 5.44 | 6.96 | |
| Quantile RegressionModel=Qwen3-8B, K=82026.04 | 26.64 | 49.88 | 27.07 | 48 | 7.38 | 9.48 | 11.27 | |
| Quantile TokenModel=Qwen3-4B, K=82026.04 | 26.89 | 49.99 | 27.14 | 47 | 5.12 | 7.17 | 9.64 | |
| Quantile TokenModel=Qwen3-1.7B, K=82026.04 | 27.18 | 50.18 | 27.39 | 46.77 | 3.91 | 5.45 | 7.58 | |
| Quantile RegressionModel=Qwen3-4B, K=82026.04 | 27.78 | 50.75 | 27.95 | 47 | 11.77 | 15.08 | 17.94 | |
| Quantile RegressionModel=Qwen3-14B, K=82026.04 | 27.96 | 50.63 | 27.83 | 47.54 | 17.46 | 22.98 | 27.51 | |
| Quantile RegressionModel=Qwen3-8B, K=02026.04 | 29.02 | 51.18 | 29.05 | 46.16 | 7.61 | 9.69 | 11.34 | |
| Quantile RegressionModel=Qwen3-1.7B, K=82026.04 | 29.27 | 52.12 | 29.43 | 45.88 | 16.73 | 22.8 | 29.84 | |
| Quantile RegressionModel=Qwen3-14B, K=02026.04 | 30.23 | 51.85 | 29.91 | 45.75 | 10.89 | 14.25 | 16.87 | |
| Quantile RegressionModel=Qwen3-4B, K=02026.04 | 30.31 | 52.06 | 30.28 | 45.36 | 9.58 | 12.3 | 14.66 | |
| Quantile RegressionModel=Qwen3-1.7B, K=02026.04 | 32.6 | 53.6 | 32.09 | 44.08 | 12.72 | 16.29 | 19.06 |