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ResearchFormerly WizWand

Outfit recommendation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Real fashion data ut-matrix

JIMA (NFx_utb+ut+ub+tb)

0.974RMSE

8

Feb 26, 2026

Real fashion data utb-tensor

JIMA (NFx_utb+ut+ub+tb)

0.879RMSE

8

Feb 26, 2026

Real fashion data ut-matrix (offline)

NFx_utb+ut+ub+tb

0.789MAE

8

Feb 26, 2026

Real fashion data utb-tensor (offline)

NFx_utb+ut+ub+tb

0.701MAE

8

Feb 26, 2026

Real fashion data ub-matrix

JIMA (NFx_utb+ut+ub+tb)

0.967RMSE

7

Feb 26, 2026

Real fashion data ub-matrix (offline)

NFx_utb+ut+ub+tb

0.789MAE

7

Feb 26, 2026

Real fashion data tb-matrix

0.658RMSE

6

Feb 26, 2026

Real fashion data tb-matrix (offline)

NFx_utb+ut+ub+tb

0.52MAE

6

Feb 26, 2026

Fashion Outfit Recommendation Expert Evaluation Set

Ours (Lay-down Images + Attributes)

91.3Accuracy

4

Mar 31, 2026

Outfit Rating Dataset Task 3a

3.292Mean Rating

4

Feb 26, 2026