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Setting

Benchmarks

Task NameDataset NameSOTA ResultTrend
Bandit OptimizationSetting 2
Regret11.1
36
Bandit OptimizationSetting 1
Regret14.7
36
Bandit OptimizationSetting 4
Per-round Time Cost (s)0
28
Bandit OptimizationSetting 3
Per-round Time Cost (s)0
28
Respiratory Sound ClassificationSetting #2 IND
Specificity96.32
11
Sequential Changepoint LocalizationSetting I Normal Distributions
Conditional Coverage91.6
8
Contextual AuctionSetting (B) 7x2
Average Revenue0.8997
4
Contextual AuctionSetting (B) 6x2
Average Revenue0.8396
4
Contextual AuctionSetting B 5x2
Average Revenue0.7806
4
Contextual AuctionSetting (B) 4x2
Average Revenue72.27
4
Contextual AuctionSetting (A) 3x10
Average Revenue2.918
4
Contextual AuctionSetting (A) 3x5
Average Revenue1.4666
4
Contextual AuctionSetting (A) 3x2
Average Revenue56.01
4
Contextual AuctionSetting (A) 2x10
Average Revenue2.4218
4
Contextual AuctionSetting (A) 2x5
Average Revenue1.177
4
Contextual AuctionSetting (A) 2x2 1.0 (test)
Average Revenue0.4461
4
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