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ResearchFormerly WizWand

Multimodal Recommendation on Arts, Crafts & Sewing

6.62Hit Rate @20PerPEFT
3.80164.53335.2655.9967Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PerPEFTPEFT Backbone=LoRA2026.026.628.642.763.17
PerPEFTPEFT Backbone=(IA)32026.026.568.52.673.11
PerPEFTPEFT Backbone=IISAN2026.026.378.172.592.98
Global PEFTPEFT Backbone=(IA)32026.026.248.162.593
Group-level 2PEFT Backbone=(IA)32026.026.178.022.522.94
User-level 1PEFT Backbone=(IA)32026.026.098.062.492.92
Group-level 1PEFT Backbone=(IA)32026.026.077.982.492.92
User-level 2PEFT Backbone=LoRA2026.026.057.912.432.82
User-level 1PEFT Backbone=LoRA2026.026.037.922.442.83
Global PEFTPEFT Backbone=IISAN2026.026.027.892.462.85
Global PEFTPEFT Backbone=LoRA2026.026.017.812.422.81
Group-level 1PEFT Backbone=LoRA2026.025.987.872.442.82
Group-level 2PEFT Backbone=LoRA2026.025.967.942.452.88
User-level 2PEFT Backbone=IISAN2026.025.867.822.412.75
Group-level 1PEFT Backbone=IISAN2026.025.747.462.322.67
User-level 2PEFT Backbone=(IA)32026.025.687.642.322.71
User-level 1PEFT Backbone=IISAN2026.025.657.632.292.71
Group-level 2PEFT Backbone=IISAN2026.025.647.382.272.64
Frozen MMPEFT Backbone=N/A2026.024.876.421.892.21
w/o MMPEFT Backbone=N/A2026.023.915.21.481.76