AuctionNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Auto-bidding | AuctionNet | Score470.6 | 90 | |
| Auto-bidding | AuctionNet-Sparse | Score49.87 | 52 | |
| 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 Overall | Score184.28 | 10 | |
| Auto-bidding | AuctionNet P20 | Score167.91 | 10 | |
| Auto-bidding | AuctionNet P19 | Score221.29 | 10 | |
| Auto-bidding | AuctionNet P18 | Score176.3 | 10 | |
| Auto-bidding | AuctionNet P17 | Score197.06 | 10 | |
| Auto-bidding | AuctionNet P16 | Score184.04 | 10 | |
| Auto-bidding | AuctionNet P15 | Score189.13 | 10 | |
| Auto-bidding | AuctionNet P14 | Score158.02 | 10 | |
| Auto-bidding | AuctionNet (Dense) | Conversions382 | 10 | |
| Constrained Bidding | AuctionNet-Sparse | Value41.43 | 9 | |
| Constrained Bidding | AuctionNet | Value399.7 | 9 | |
| Off-Policy Evaluation | AuctionNet | MDA100 | 2 |
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