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Benchmarks
Long narrative understanding QA on Prelude
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62.96
Accuracy
HGMEM
49.8664
53.2657
56.665
60.0643
Dec 30, 2025
Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
HGMEM
Base LLM=GPT-4o, Type=...
2025.12
62.96
HGMEM
Base LLM=Qwen2.5-32B-I...
2025.12
62.22
LightRAG
Base LLM=GPT-4o, Type=...
2025.12
61.48
LightRAG
Base LLM=Qwen2.5-32B-I...
2025.12
60.74
NaiveRAG
Base LLM=GPT-4o, Type=...
2025.12
60
GraphRAG
Base LLM=GPT-4o, Type=...
2025.12
59.26
DeepRAG
Base LLM=GPT-4o, Type=...
2025.12
56.3
HippoRAG v2
Base LLM=GPT-4o, Type=...
2025.12
54.81
ComoRAG
Base LLM=GPT-4o, Type=...
2025.12
54.07
NaiveRAG
Base LLM=Qwen2.5-32B-I...
2025.12
52.59
HippoRAG v2
Base LLM=Qwen2.5-32B-I...
2025.12
51.85
DeepRAG
Base LLM=Qwen2.5-32B-I...
2025.12
51.11
GraphRAG
Base LLM=Qwen2.5-32B-I...
2025.12
50.37
ComoRAG
Base LLM=Qwen2.5-32B-I...
2025.12
50.37
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