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18.8RG1PURPLE
12.757614.326315.89517.4637Jan 17, 2026Feb 2, 2026Feb 18, 2026Mar 6, 2026Mar 22, 2026Apr 7, 2026Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PURPLELLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0118.817.115.6
RankGPT (GPT-5-nano)LLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0118.71715.8
ContrieverLLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0118.61715.6
ICR (Llama-3-8B-Instruct)LLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0118.316.815.3
BM25LLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0118.116.514.9
RankGPT (Llama-3-8B-Instruct)LLM Backbone=Llama-3-70B-Instruct (70.6B)2026.011816.515.2
DPSBackbone=LLaMA-3-8B2026.0417.8715.9616.5
DeCoReBackbone=LLaMA-3-8B2026.0417.6815.7216.26
PURPLELLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0117.615.915.3
ContrieverLLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0117.215.615.1
RankGPT (GPT-5-nano)LLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0117.115.415
ICR (Llama-3-8B-Instruct)LLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0117.115.414.9
DoLaBackbone=LLaMA-3-8B2026.0416.9415.0815.92
RankGPT (Llama-3-8B-Instruct)LLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0116.915.314.8
CADBackbone=LLaMA-3-8B2026.0416.8114.9815.68
BM25LLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0116.715.114.7
DoLaBackbone=Qwen2-7B2026.0416.4214.7312.72
DPSBackbone=Qwen2-7B2026.0416.2714.513.18
DeCoReBackbone=Qwen2-7B2026.0415.8113.0512.32
CADBackbone=Qwen2-7B2026.0415.813.9212.55
DPSBackbone=Mistral-7B2026.0415.3613.6613.99
REPLUGLLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0115.213.912.1
PURPLELLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0115.113.512.6
ICR (Llama-3-8B-Instruct)LLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.011513.412.5
REPLUGLLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0114.813.211.8
IC-RALMLLM Backbone=Llama-3-70B-Instruct (70.6B)2026.0114.813.312.2
RankGPT (Llama-3-8B-Instruct)LLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0114.713.112.3
ContrieverLLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0114.613.112.2
RankGPT (GPT-5-nano)LLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0114.61312.1
BM25LLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0114.412.811.9
REPLUGLLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0114.112.711.4
IC-RALMLLM Backbone=Llama-3-8B-Instruct (8.03B)2026.0114.112.512.1
DoLaBackbone=Mistral-7B2026.0413.6211.369.62
CADBackbone=Mistral-7B2026.0413.6111.329.8
IC-RALMLLM Backbone=Phi-4-Mini-Instruct (3.84B)2026.0113.411.911
DeCoReBackbone=Mistral-7B2026.0412.9910.859.08