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Fact Retrieval on AcademicEval Related-multi
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21.6
F1 Score
Thought-Retriever
13.176
15.363
17.55
19.737
Apr 14, 2026
F1 Score
Win Rate
Updated 3d ago
Evaluation Results
Method
Method
Links
F1 Score
Win Rate
Thought-Retriever
retriever=Contriever,...
2026.04
21.6
50
Qwen3-Embed-8b
type=retriever-based,...
2026.04
21.1
35
IRCoT
type=retriever-based,...
2026.04
20.9
33
DRAGON
type=retriever-based,...
2026.04
20.8
30
TF-IDF
type=retriever-based,...
2026.04
20.7
40
BM25
type=retriever-based,...
2026.04
20.3
40
Contriever
type=retriever-based,...
2026.04
20.1
35
RECOMP
type=retriever-based,...
2026.04
19.8
10
DPR
type=retriever-based,...
2026.04
19.6
30
Full Context
variant=left
2026.04
19.3
13
Full Context
variant=right
2026.04
18.8
8
Nous Hermes
context_window=32k
2026.04
18.3
15
OpenOrca
context_window=8k
2026.04
13.5
13
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