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ResearchFormerly WizWand

Recommendation on Book-Crossing Few-shot

67.9AUCGraphLoRA
48.743253.716658.6963.6634Apr 20, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GraphLoRAFew-shot samples=256, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0467.9
TALLRecFew-shot samples=256, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0464.38
GraphLoRAFew-shot samples=64, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0461.08
GraphLoRAFew-shot samples=16, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0460.9
TALLRecFew-shot samples=64, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0460.39
TALLRecFew-shot samples=16, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0456.36
SASRecFew-shot samples=256, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0450.2
GRU-BERTFew-shot samples=16, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0450.07
SASRecFew-shot samples=64, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0450.06
GRU-BERTFew-shot samples=256, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0449.79
GRU-BERTFew-shot samples=64, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0449.64
SASRecFew-shot samples=16, Backbone=LLaMA-7B, Evaluation Protocol=TALLRec2026.0449.48