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Document Retrieval on StackOverflow (test)
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59.2
Precision@5
Llama-8B
9.384
22.317
35.25
48.183
Feb 20, 2026
Precision@5
Precision@10
Updated 4d ago
Evaluation Results
Method
Method
Links
Precision@5
Precision@10
Llama-8B
LLM Backbone=Llama-8B
2026.02
59.2
58.2
ERNIE-0.3B
LLM Backbone=ERNIE-0.3B
2026.02
58.8
58
Llama-1B
LLM Backbone=Llama-1B
2026.02
58.8
58
BERTopic
2026.02
30.6
29.6
ZeroShot
2026.02
28
26.8
Combined
2026.02
26
25.1
ProdLDA
2026.02
24.2
23.1
FASTopic
2026.02
18.9
17.8
ETM
2026.02
13.5
12.5
ECRTM
2026.02
11.4
10.1
LDA
2026.02
11.3
10.9
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