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Question Answering on TruthfulQA (Performance Score)

81.1Performance ScoreDeepSeek-R1 w/ GuarantRAG
51.14858.92466.774.476Apr 9, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DeepSeek-R1 w/ GuarantRAGBackbone=DeepSeek-R1, RAG Strategy=GuarantRAG, Retriever=BM252026.0481.1
DeepSeek-R1 w/ P-RAGBackbone=DeepSeek-R1, RAG Strategy=P-RAG, Retriever=BM252026.0479.4
DeepSeek-V3 w/ GuarantRAGBackbone=DeepSeek-V3, RAG Strategy=GuarantRAG, Retriever=BM252026.0479.3
Gemini-2.5-Pro w/ GuarantRAGBackbone=Gemini-2.5-Pro, RAG Strategy=GuarantRAG, Retriever=BM252026.0478.7
DeepSeek-V3 w/ P-RAGBackbone=DeepSeek-V3, RAG Strategy=P-RAG, Retriever=BM252026.0477.9
DeepSeek-R1 w/ SelfRAGBackbone=DeepSeek-R1, RAG Strategy=SelfRAG, Retriever=BM252026.0477.8
Claude-3.7-Sonnet w/ GuarantRAGBackbone=Claude-3.7-Sonnet, RAG Strategy=GuarantRAG, Retriever=BM252026.0477.4
Gemini-2.5-Pro w/ P-RAGBackbone=Gemini-2.5-Pro, RAG Strategy=P-RAG, Retriever=BM252026.0477.1
DeepSeek-V3 w/ SelfRAGBackbone=DeepSeek-V3, RAG Strategy=SelfRAG, Retriever=BM252026.0476.2
DeepSeek-R1 w/ Standard RAGBackbone=DeepSeek-R1, RAG Strategy=Standard RAG, Retriever=BM252026.0476.1
Claude-3.7-Sonnet w/ P-RAGBackbone=Claude-3.7-Sonnet, RAG Strategy=P-RAG, Retriever=BM252026.0475.8
Gemini-2.5-Pro w/ SelfRAGBackbone=Gemini-2.5-Pro, RAG Strategy=SelfRAG, Retriever=BM252026.0475.4
DeepSeek-V3 w/ Standard RAGBackbone=DeepSeek-V3, RAG Strategy=Standard RAG, Retriever=BM252026.0474.6
GuarantRAGBase Model=Qwen3-14B, Thinking Mode=true2026.0474.1
Claude-3.7-Sonnet w/ SelfRAGBackbone=Claude-3.7-Sonnet, RAG Strategy=SelfRAG, Retriever=BM252026.0474
DeepSeek-R1Backbone=DeepSeek-R1, RAG Strategy=Base, Retriever=BM252026.0473.8
Gemini-2.5-Pro w/ Standard RAGBackbone=Gemini-2.5-Pro, RAG Strategy=Standard RAG, Retriever=BM252026.0473.7
o12026.0473.1
GuarantRAGBase Model=Qwen3-14B, Thinking Mode=false2026.0472.4
Claude-3.7-Sonnet w/ Standard RAGBackbone=Claude-3.7-Sonnet, RAG Strategy=Standard RAG, Retriever=BM252026.0472.3
DeepSeek-V3Backbone=DeepSeek-V3, RAG Strategy=Base, Retriever=BM252026.0472.1
GPT-4o2026.0471.8
P-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.0471.6
Gemini-2.5-ProBackbone=Gemini-2.5-Pro, RAG Strategy=Base, Retriever=BM252026.0471.3
GuarantRAGBase Model=Qwen3-8B, Thinking Mode=false2026.0469.8
Claude-3.7-SonnetBackbone=Claude-3.7-Sonnet, RAG Strategy=Base, Retriever=BM252026.0469.8
SOLARBase Model=Qwen3-14B, Thinking Mode=true2026.0469.7
DRAGINBase Model=Qwen3-14B, Thinking Mode=true2026.0469.3
P-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.0468.9
FLAREBase Model=Qwen3-14B, Thinking Mode=true2026.0468.9
RQ-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.0468.2
SOLARBase Model=Qwen3-14B, Thinking Mode=false2026.0467.1
DRAGINBase Model=Qwen3-14B, Thinking Mode=false2026.0466.7
SelfRAGBase Model=Qwen3-14B, Thinking Mode=true2026.0466.5
FLAREBase Model=Qwen3-14B, Thinking Mode=false2026.0466.3
RQ-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.0465.8
DA-RAGBase Model=Qwen3-14B, Thinking Mode=true2026.0465.8
P-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.0465.4
SOLARBase Model=Qwen3-8B, Thinking Mode=false2026.0464.2
SelfRAGBase Model=Qwen3-14B, Thinking Mode=false2026.0464.2
DRAGINBase Model=Qwen3-8B, Thinking Mode=false2026.0463.9
FLAREBase Model=Qwen3-8B, Thinking Mode=false2026.0463.5
DA-RAGBase Model=Qwen3-14B, Thinking Mode=false2026.0463.5
RQ-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.0462.7
Standard RAGBase Model=Qwen3-14B, Thinking Mode=true2026.0462.1
SelfRAGBase Model=Qwen3-8B, Thinking Mode=false2026.0461.4
DA-RAGBase Model=Qwen3-8B, Thinking Mode=false2026.0460.8
Standard RAGBase Model=Qwen3-14B, Thinking Mode=false2026.0460.7
Standard RAGBase Model=Qwen3-8B, Thinking Mode=false2026.0458.1
Qwen3-14B-TBase Model=Qwen3-14B, Thinking Mode=true2026.0457.8
Qwen3-14BBase Model=Qwen3-14B, Thinking Mode=false2026.0454.9
Qwen3-8BBase Model=Qwen3-8B, Thinking Mode=false2026.0452.3