Text-to-Distribution Prediction on Airbnb OOD Los Angeles (test)
22.35Average MAPEQT
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| QTModel=Qwen3-8B, K=82026.04 | 22.35 | 33.55 | 23.51 | 60.58 | 3.76 | 5.16 | 6.58 | |
| QTModel=Qwen3-14B, K=82026.04 | 22.36 | 33.31 | 22.95 | 61.28 | 5.38 | 8.41 | 11.7 | |
| QRModel=Qwen3-8B, K=82026.04 | 22.56 | 34.32 | 23.3 | 60.36 | 6.65 | 8.48 | 9.91 | |
| QTModel=Qwen3-4B, K=82026.04 | 22.7 | 34.59 | 24.13 | 59.52 | 5.1 | 7.12 | 9.64 | |
| QTModel=Qwen3-1.7B, K=82026.04 | 22.82 | 34.78 | 24.16 | 59.01 | 3.72 | 5.18 | 7.35 | |
| QRModel=Qwen3-14B, K=82026.04 | 23.33 | 35.23 | 24.5 | 60.16 | 13.23 | 16.88 | 19.78 | |
| QRModel=Qwen3-4B, K=82026.04 | 23.54 | 35.79 | 24.3 | 59.04 | 9.6 | 12.37 | 14.89 | |
| QRModel=Qwen3-1.7B, K=82026.04 | 24.95 | 37.68 | 25.64 | 57.5 | 15.01 | 21.57 | 29.66 | |
| QRModel=Qwen3-14B, K=02026.04 | 29.11 | 40.53 | 32.21 | 53.32 | 11.54 | 14.72 | 17.2 | |
| QRModel=Qwen3-8B, K=02026.04 | 30.92 | 43.31 | 36.12 | 49.5 | 8.26 | 10.52 | 12.29 | |
| QRModel=Qwen3-1.7B, K=02026.04 | 32.01 | 45.93 | 37.18 | 47.06 | 14.06 | 17.98 | 21.05 | |
| QRModel=Qwen3-4B, K=02026.04 | 32.01 | 45.64 | 37.36 | 46.8 | 10 | 12.76 | 14.92 |