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Benchmarks
Fact Retrieval on AcademicEval Abstract-single
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29
F1
Thought-Retriever
11.112
15.756
20.4
25.044
Apr 14, 2026
F1
Win Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
F1
Win Rate
Thought-Retriever
retriever=Contriever,...
2026.04
29
50
Nous Hermes
context_window=32k
2026.04
24.7
30
Qwen3-Embed-8b
type=retriever-based,...
2026.04
24.5
28
IRCoT
type=retriever-based,...
2026.04
24.3
25
Contriever
type=retriever-based,...
2026.04
24.2
13
RECOMP
type=retriever-based,...
2026.04
23.7
7
DRAGON
type=retriever-based,...
2026.04
23.6
7
BM25
type=retriever-based,...
2026.04
21.2
7
DPR
type=retriever-based,...
2026.04
20.6
4
TF-IDF
type=retriever-based,...
2026.04
20.2
4
OpenOrca
context_window=8k
2026.04
17.5
20
Full Context
variant=left
2026.04
11.8
2
Full Context
variant=right
2026.04
11.8
1
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