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ResearchFormerly WizWand

UBER

Benchmarks

TaskDatasetSOTA resultTrendResults

Scene Text Recognition

Uber

91.6Accuracy

24

Tensor Factorization

Uber (heldout)

0.008Mean heldout (α,β)-Divergence

21

Sparse Tensor Decomposition

UBER

0.247Fit

20

Uber (test)

1.783NLL

16

Active Learning

Uber

1.784NLL

5

Time Series Forecasting

uber hourly

6.380.9-Risk Accuracy

4

Multivariate Time Series Forecasting

uber hourly

0.877Energy Score (ES)

4

Multivariate Time Series Forecasting

uber_hourly

0.022CRPS Sum

4

Time Series Forecasting

Uber hourly

0.1230.5-Risk Accuracy

4

Time Series Forecasting

uber hourly

0.228RRMSE

4

CP Decomposition

UBER

0.2Avg Time per ALS Round (s)

4

Event Forecasting

Uber

3.33NLL

2

Time Series Forecasting

uber hourly (test)

—CRPS

0