Airbnb
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Regression | Airbnb listings | Average MSE0.294 | 27 | |
| Price Distribution Prediction | Airbnb (test) | Avg MAPE26.4 | 12 | |
| text-to-distribution prediction | Airbnb OOD Los Angeles (test) | Average MAPE22.35 | 12 | |
| Classification | Airbnb Text + Tabular | Accuracy45.17 | 8 | |
| Classification | Airbnb (test) | Accuracy47.78 | 8 | |
| Membership Inference Attack | Airbnb | AUC0.8 | 8 | |
| Image Generation | Airbnb Context | Demand0.573 | 4 | |
| Web GUI Task Automation | Airbnb offline-to-online transfer | TCR51.2 | 4 | |
| Location Retrieval | Airbnb A/B Experiment (~66M users) (online) | Uncancelled Booking Rate0.17 | 1 | |
| Ranking | Airbnb A/B Test (online) | Booking Conversion Rate0.6 | 1 |
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