Airbnb
Benchmarks
TaskDatasetSOTA resultTrendResults
Airbnb listings
0.294Average MSE
27
Airbnb (test)
26.4Avg MAPE
12
Airbnb OOD Los Angeles (test)
22.35Average MAPE
12
Airbnb Text + Tabular
45.17Accuracy
8
Airbnb (test)
47.78Accuracy
8
Airbnb
0.8AUC
8
Airbnb Context
0.573Demand
4
Airbnb offline-to-online transfer
51.2TCR
4
Airbnb Online Email Listing Ranking
16Bookers
1
Airbnb A/B Experiment (~66M users) (online)
0.17Uncancelled Booking Rate
1
Airbnb A/B Test (online)
0.6Booking Conversion Rate
1