Auto-bidding on TaoBao real-world A/B (test)
5.77ROIAIGB-Pearl
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AIGB-PearlComparison Group=Group 3, Control Baseline=DT2025.09 | 5.77 | 35,957,933 | 344,194 | 6,246,512 | — | — | — | — | — | |
| DTComparison Group=Group 32025.09 | 5.61 | 34,808,665 | 341,995 | 6,205,665 | — | — | — | — | — | |
| AIGB-PearlComparison Group=Group 1, Control Baseline=DiffBid2025.09 | 5.41 | 78,676,009 | 665,173 | 14,551,054 | — | — | — | — | — | |
| DiffBidComparison Group=Group 12025.09 | 5.31 | 76,390,174 | 650,962 | 14,395,290 | — | — | — | — | — | |
| AIGB-PearlComparison Group=Group 2, Control Baseline=USCB2025.09 | 5.13 | 53,973,101 | 520,796 | 10,515,772 | — | — | — | — | — | |
| USCBComparison Group=Group 22025.09 | 4.92 | 52,182,805 | 516,994 | 10,598,486 | — | — | — | — | — | |
| GUIDETest Type=Online A/B Test, Test Duration=8-day2026.05 | 3.52 | — | — | — | — | — | 1.4 | 1.66 | 4.1 | |
| AIGB-PearlComparison Group=Group 4, Control Baseline=MOPO2025.09 | 3.23 | 53,292,945 | 591,741 | 16,475,670 | — | — | — | — | — | |
| MOPOComparison Group=Group 42025.09 | 3.08 | 51,674,071 | 579,332 | 16,771,892 | — | — | — | — | — | |
| Bid2XComparison Baseline=MBRL2025.10 | 2.44 | 4.65 | 3.89 | 2.16 | 7.57 | 0.05 | — | — | — |