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Question Answering on HotpotQA (Accuracy, Recall)
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55.321
Accuracy
RAPTOR
24.3914
32.4212
40.451
48.4808
Mar 6, 2025
Accuracy
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Recall
RAPTOR
LLM=Llama-3-8B, Embedd...
2025.03
55.321
62.424
VanillaRAG
LLM=Llama-3-8B, Embedd...
2025.03
50.783
57.745
HippoRAG
LLM=Llama-3-8B, Embedd...
2025.03
50.324
58.86
FastGraphRAG
LLM=Llama-3-8B, Embedd...
2025.03
43.193
51.007
HLightRAG
LLM=Llama-3-8B, Embedd...
2025.03
35.647
43.334
ZeroShot
LLM=Llama-3-8B
2025.03
35.467
42.407
LLightRAG
LLM=Llama-3-8B, Embedd...
2025.03
34.144
41.811
DALK
LLM=Llama-3-8B, Embedd...
2025.03
33.252
47.232
LGraphRAG
LLM=Llama-3-8B, Embedd...
2025.03
33.063
42.691
GLightRAG
LLM=Llama-3-8B, Embedd...
2025.03
25.581
33.297
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