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ResearchFormerly WizWand

Multi-Task Recommendation on Shopee (offline)

79.1Contextual AUCOneRank

Evaluation results

Method	Links
OneRank2026.06		79.1	78.43	84.63	80.36	90.24	83.5
NSE2026.06		77.73	77.72	83.59	79.61	89.91	82.8
PLE2026.06		77.7	77.75	83.71	79.82	89.96	83.36
MMoE2026.06		77.68	77.65	83.64	79.34	89.73	82.41
ResFlow2026.06		77.64	77.66	83.72	79.75	89.87	82.87
PLE2026.06		77.23	77.37	83.18	79.3	89.33	82.6
NSE2026.06		77.2	77.32	83.04	79.1	89.24	82.4
MMoE2026.06		77.18	77.37	83.04	79.15	89.14	82.37
ResFlow2026.06		77.03	77.17	82.94	79.01	89.19	82.53
PLE2026.06		76.88	77.21	82.77	79.06	88.72	81.98
MMoE2026.06		76.82	77.23	82.46	78.93	88.81	82.23
NSE2026.06		76.67	76.93	82.42	78.63	88.59	81.81
ResFlow2026.06		76.49	76.88	82.52	78.86	88.86	82.04
DCMT2026.06		76.42	76.69	82.03	78.17	88.28	81.25
noMTL2026.06		76.38	76.64	81.93	78.13	88.24	81.28
DCMT2026.06		75.74	75.96	81.41	77.46	88.69	81.49
DCMT2026.06		72.08	72.82	78.88	75.83	86.29	79.86