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Product Rating Prediction on LaMP Rating

0.236MAE

PURPLE

Updated 4d ago

Evaluation Results

Method	Links
PURPLE 2026.01		0.236	0.52
Contriever 2026.01		0.238	0.528
ICR (Llama-3-8B-Instruct) 2026.01		0.238	0.531
RankGPT (GPT-5-nano) 2026.01		0.24	0.523
BM25 2026.01		0.245	0.544
RankGPT (Llama-3-8B-Instruct) 2026.01		0.247	0.546
REPLUG 2026.01		0.258	0.554
IC-RALM 2026.01		0.261	0.555
PURPLE 2026.01		0.307	0.624
ICR (Llama-3-8B-Instruct) 2026.01		0.312	0.631
Contriever 2026.01		0.314	0.631
REPLUG 2026.01		0.314	0.633
RankGPT (Llama-3-8B-Instruct) 2026.01		0.318	0.637
RankGPT (GPT-5-nano) 2026.01		0.321	0.638
BM25 2026.01		0.328	0.664
IC-RALM 2026.01		0.351	0.671
PURPLE 2026.01		0.419	0.808
Contriever 2026.01		0.424	0.83
ICR (Llama-3-8B-Instruct) 2026.01		0.424	0.83
BM25 2026.01		0.438	0.852
RankGPT (GPT-5-nano) 2026.01		0.444	0.865
RankGPT (Llama-3-8B-Instruct) 2026.01		0.446	0.863
IC-RALM 2026.01		0.471	0.857
REPLUG 2026.01		0.486	0.891