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86.68Accuracy

RankCoT

Updated 3d ago

Evaluation Results

Method	Links
RankCoT 2025.02		86.68
PaLM-2-L 2023.07		86.1
RankCoT 2025.02		85.2
RankCoT 2025.02		85.18
Kimi-K2 Base 2026.01		85.1
LLAMA 2 2023.07		85
ASTUTE RAG 2024.10		84.1
DeepSeek-V3.2 Exp Base 2026.01		83.9
Rerank 2025.02		83.51
DeepSeek-V3.1 Base 2026.01		83.5
InstructRAG 2024.10		83
No Refinement 2025.02		82.85
ASTUTE RAG 2024.10		82.7
Summary 2025.02		82.09
No RAG 2024.10		82
ASTUTE RAG 2024.10		81.6
CoT 2025.02		81.45
PaLM 2023.07		81.4
No Refinement 2025.02		80.91
USC 2024.10		80.9
InstructRAG 2024.10		80.6
InstructRAG 2024.10		80.6
MiMo-V2-Flash Base 2026.01		80.3
USC 2024.10		80.2
No RAG 2024.10		80.2
Self-Route 2024.10		79.9
No RAG 2024.10		79.5
No Refinement 2025.02		79.49
Self-Route 2024.10		78.8
RobustRAG 2024.10		78.1
RobustRAG 2024.10		77.7
Self-Route 2024.10		77.7
Mixtral-8x7B-v0.1 2024.03		77.6
GenRead 2024.10		77.4
RAG 2024.10		77.4
RAG 2024.10		76.7
USC 2024.10		76.7
BSDETECTOR 2023.08		76
RAG 2024.10		76
LinUCB+KL 2026.02		75.9
ChatGPT 2023.10		74.3
GenRead 2024.10		74.2
MAIN-RAG-Llama38B 2024.12		74.1
ASTUTE RAG 2024.10		73.9
Reference Answer 2023.08		73.5
Self-Route 2024.10		73.5
Llama38B 2024.12		73.1
GenRead 2024.10		73.1
RobustRAG 2024.10		71.7
MAIN-RAG-Mistral7B 2024.12		71
BSDETECTOR 2023.08		70.5
Mistral 7B 2023.10		69.9
Reference Answer 2023.08		69.8
LLaMA 2 13B 2023.10		69.6
Mistral7B 2024.12		69.4
SELF-RAG 2023.10		69.3
SAIL 2023.10		69.2
GPT-3.5 2024.03		69.1
Mistral-7B-v0.1 2024.03		68.9
Llama27B 2024.12		68.9
GenRead 2024.10		68.9
SMOOTHIE-GLOBAL 2024.12		68.7
BEST-ON-VAL 2024.12		68.7
Llama38B 2024.12		68.4
No-Rewrite 2026.02		68.2
RAG (Open-domain) 2023.02		68
No RAG 2024.10		67.8
RobustRAG 2024.10		67.5
LESA 2025.02		67.15
LESA 2025.02		67.05
Mistral 2501 Base 2026.02		67
Alpaca 2023.10		66.9
Alpaca13B 2024.12		66.9
RAG 2024.10		66.8
SELF-RAG 2023.10		66.4
Self-RAG7B 2024.12		66.4
USC 2024.10		66.1
GPT-3 2023.02		65.9
Ret-ChatGPT 2023.10		65.7
LLAMA2 2024.04		65.1
Alpaca 2023.10		64.1
Alpaca7B 2024.12		64.1
ChatGLM3-6B-Base 2024.03		63.9
LLAMA 2 7B 2023.10		63.8
InternLM2-20B-Base 2024.03		63.7
LLaMA Pro 2025.02		63.68
Gemma 2024.04		63.4
Qwen-14B 2024.03		62.5
Mistral 2024.04		62.5
LLaMA Pro 2025.02		62.5
InstructRAG 2024.10		61.8
Alpaca 2023.10		61.3
SMOOTHIE-LOCAL 2024.12		61.3
Alpaca13B 2024.12		61.3
Llama2-13B 2024.03		60.7
MEGALODON 2024.04		60.5
InternLM2-20B 2024.03		60.1
Ret-Llama2-Chat 2023.10		59.8
Ret-Llama2-chat13B 2024.12		59.8
Llama2-Chat 2023.10		59.3

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