AuctionNet

Benchmarks

Task Name	Dataset Name	SOTA Result
Auto-bidding	AuctionNet	Score470.6	90
Auto-bidding	AuctionNet-Sparse	Score49.87	52
Auto-bidding	AuctionNet Low reward sparsity	Score43.03	50
Auto-bidding	AuctionNet Medium reward sparsity	Score378.37	50
Auto-bidding	AuctionNet High reward sparsity	Score541.76	50
Auto-bidding	AuctionNet Overall	Score184.28	18
Auto-bidding	AuctionNet P20	Score167.91	18
Auto-bidding	AuctionNet P19	Score221.29	18
Auto-bidding	AuctionNet P18	Score176.3	18
Auto-bidding	AuctionNet P17	Score197.06	18
Auto-bidding	AuctionNet P16	Score184.04	18
Auto-bidding	AuctionNet P15	Score189.13	18
Auto-bidding	AuctionNet P14	Score158.02	18
Auto-Bidding and Pricing	AuctionNet AVG (Aggregation)	TCPA/CPA Ratio0.5883	10
Auto-Bidding and Pricing	AuctionNet (P20)	TCPA/CPA Ratio1.0262	10
Auto-Bidding and Pricing	AuctionNet (P19)	TCPA/CPA Ratio0.6417	10
Auto-Bidding and Pricing	AuctionNet (P18)	TCPA/CPA Ratio0.9773	10
Auto-Bidding and Pricing	AuctionNet (P17)	TCPA/CPA Ratio0.61	10
Auto-Bidding and Pricing	AuctionNet (P16)	TCPA/CPA Ratio0.6007	10
Auto-Bidding and Pricing	AuctionNet (P15)	TCPA/CPA Ratio0.5788	10
Auto-Bidding and Pricing	AuctionNet (P14)	TCPA/CPA Ratio0.5474	10
Auto-bidding	AuctionNet (Dense)	Conversions382	10
Auto-Bidding	AuctionNet 150% budget	Score48.3	9
Auto-Bidding	AuctionNet 125% budget	Score43.3	9
Auto-Bidding	AuctionNet 100% budget	Score37.6	9

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