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18.8RG1

PURPLE

Updated 1mo ago

Evaluation Results

Method	Links
PURPLE 2026.01		18.8	17.1	15.6
RankGPT (GPT-5-nano) 2026.01		18.7	17	15.8
Contriever 2026.01		18.6	17	15.6
ICR (Llama-3-8B-Instruct) 2026.01		18.3	16.8	15.3
BM25 2026.01		18.1	16.5	14.9
RankGPT (Llama-3-8B-Instruct) 2026.01		18	16.5	15.2
DPS 2026.04		17.87	15.96	16.5
DeCoRe 2026.04		17.68	15.72	16.26
PURPLE 2026.01		17.6	15.9	15.3
Contriever 2026.01		17.2	15.6	15.1
RankGPT (GPT-5-nano) 2026.01		17.1	15.4	15
ICR (Llama-3-8B-Instruct) 2026.01		17.1	15.4	14.9
DoLa 2026.04		16.94	15.08	15.92
RankGPT (Llama-3-8B-Instruct) 2026.01		16.9	15.3	14.8
CAD 2026.04		16.81	14.98	15.68
BM25 2026.01		16.7	15.1	14.7
DoLa 2026.04		16.42	14.73	12.72
DPS 2026.04		16.27	14.5	13.18
DeCoRe 2026.04		15.81	13.05	12.32
CAD 2026.04		15.8	13.92	12.55
DPS 2026.04		15.36	13.66	13.99
REPLUG 2026.01		15.2	13.9	12.1
PURPLE 2026.01		15.1	13.5	12.6
ICR (Llama-3-8B-Instruct) 2026.01		15	13.4	12.5
REPLUG 2026.01		14.8	13.2	11.8
IC-RALM 2026.01		14.8	13.3	12.2
RankGPT (Llama-3-8B-Instruct) 2026.01		14.7	13.1	12.3
Contriever 2026.01		14.6	13.1	12.2
RankGPT (GPT-5-nano) 2026.01		14.6	13	12.1
BM25 2026.01		14.4	12.8	11.9
REPLUG 2026.01		14.1	12.7	11.4
IC-RALM 2026.01		14.1	12.5	12.1
DoLa 2026.04		13.62	11.36	9.62
CAD 2026.04		13.61	11.32	9.8
IC-RALM 2026.01		13.4	11.9	11
DeCoRe 2026.04		12.99	10.85	9.08