Our new X account is live! Follow @wizwand_team for updates

Multi-task Recommendation on AliExpress (test)

0.7402CTR ES

ForkMerge

Updated 4d ago

Evaluation Results

Method	Links
ForkMerge 2023.01		0.7402	0.7427	0.7416	0.7069	0.8928	0.8786	0.8753	0.8752	0.8067	1.3
DWA 2023.01		0.7317	0.7284	0.7297	0.7061	0.8663	0.8695	0.8696	0.8484	0.7937	-0.28
OL_AUX 2023.01		0.7311	0.7211	0.7239	0.705	0.8779	0.8651	0.861	0.8727	0.7947	0.54
STL 2023.01		0.7299	0.7316	0.7237	0.7077	0.8778	0.8682	0.8652	0.8659	0.7963	-
EW 2023.01		0.7299	0.73	0.7248	0.7008	0.8855	0.8516	0.8606	0.8618	0.7931	-0.39
Post-train 2023.01		0.7291	0.7227	0.7244	0.7086	0.8889	0.8808	0.8654	0.8613	0.7977	0.14
Auto-λ 2023.01		0.7282	0.7282	0.7263	0.7114	0.8852	0.8646	0.864	0.875	0.7979	0.19
CAGrad 2023.01		0.728	0.7271	0.7223	0.6996	0.8712	0.865	0.8417	0.8648	0.79	-0.77
ARML 2023.01		0.7278	0.7247	0.7236	0.703	0.878	0.8671	0.8678	0.867	0.7949	0.55
UW 2023.01		0.7276	0.7235	0.725	0.7048	0.8814	0.8709	0.8599	0.8793	0.7966	0
GradNorm 2023.01		0.7239	0.7178	0.7101	0.7035	0.8851	0.8671	0.8465	0.8685	0.7903	-0.79
NashMTL 2023.01		0.7229	0.7245	0.7272	0.6972	0.8562	0.8606	0.8667	0.8497	0.7881	-1
GCS 2023.01		0.7229	0.7245	0.7272	0.6972	0.8562	0.8606	0.8667	0.8497	0.7881	-0.49
PCGrad 2023.01		0.7209	0.7193	0.7199	0.6892	0.8563	0.8621	0.8479	0.8413	0.7821	-1.76
IMTL 2023.01		0.7203	0.7193	0.7268	0.6852	0.8472	0.8502	0.8481	0.8282	0.7782	-2.2
MGDA 2023.01		0.6985	0.6926	0.7	0.6676	0.8215	0.8145	0.7978	0.7917	0.748	-5.94