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EMA

Benchmarks

Task NameDataset NameSOTA ResultTrend
Articulatory-to-Acoustic InversionEMA seen speakers (test)
CC0.8826
24
Articulatory-to-Acoustic Inversion (AAI)EMA dataset unseen speakers (test)
CC0.7818
24
Vehicle RoutingEMA-100 highway networks
Customers Served57.5
8
RoutingEMA-150
Solution Time (s)1.03
5
RoutingEMA-100
Solution Time (s)0.63
5
RoutingEMA-50
Solution Time (s)0.45
5
One-step-ahead predictionEMA (down item) (held-out last 12 beeps per participant)
Mean Log-Likelihood1.244
4
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