Share your thoughts, 1 month free Claude Pro on usSee more

Auto-bidding

Benchmarks

Dataset Name	SOTA Method	Metric
AuctionNet	PRO-Bid	Score470.6	90	1mo ago
AuctionNet-Sparse	PRO-Bid	Score49.87	52	1mo ago
AuctionNet Overall	JD-BP (Full Model)	Score184.28	10	11d ago
AuctionNet P20	JD-BP (Full Model)	Score167.91	10	11d ago
AuctionNet P19	JD-BP (Full Model)	Score221.29	10	11d ago
AuctionNet P18	JD-BP (Full Model)	Score176.3	10	11d ago
AuctionNet P17	JD-BP (Full Model)	Score197.06	10	11d ago
AuctionNet P16	JD-BP (Full Model)	Score184.04	10	11d ago
AuctionNet P15	JD-BP (Full Model)	Score189.13	10	11d ago
AuctionNet P14	JD-BP (Full Model)	Score158.02	10	11d ago
AuctionNet (Dense)	LBM(GQPO)	Conversions382	10	1mo ago
Real-world RAS A/B (test)	V-CQL	Buy Count Lift3.01	10	1mo ago
TaoBao real-world A/B (test)	AIGB-Pearl	GMV78,676,009	9	1mo ago
Simulated Offline Advertising System 3.0k Budget 30 Advertisers	AIGB-Pearl	GMV574.17	9	1mo ago
Simulated Offline Advertising System 2.5k Budget 30 Advertisers	AIGB-Pearl	GMV545.03	9	1mo ago
Simulated Offline Advertising System 2.0k Budget 30 Advertisers	AIGB-Pearl	GMV521.84	9	1mo ago
Simulated Offline Advertising System 1.5k budget 30 advertisers	AIGB-Pearl	GMV502.98	9	1mo ago
Real-world A/B tests 4k unseen advertisers over 19 days	AIGB-Pearl	GMV69,252,539	4	1mo ago
Simulated First-Price Auction	AIGB-Pearl	GMV1,611	2	1mo ago
TargetROAS real-world A/B test 300k advertisers (22 days)	AIGB-Pearl	GMV819,550,812	2	1mo ago
Real-world Advertising System (RAS) A/B (test)	SORL	Buy Count139,599	2	1mo ago
RAS Real-world A/B Comparison: safe USCB policy (test)	V-CQL	Buy Count37,090	2	1mo ago
RAS Real-world A/B (Comparison: newly trained USCB policy) (test)	V-CQL	Buy Count42,236	2	1mo ago
JD.com Online Advertising Platform A/B Test (Online Deployment)	JD-BP	Impression Volume Lift2.74	1	11d ago
ECA Online 2025/12/11-2025/12/31 (test)	KBD	Cost-Exhaust Ratio2.27	1	1mo ago

Showing 25 of 28 rows