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Benchmarks
Information Retrieval on FinanceBench 150 samples
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95
DocRec@5
Learned page scorer
28.44
45.72
63
80.28
Feb 20, 2026
DocRec@5
PageRec@5
Max BLEU@5
Max ROUGE-L@5
Updated 4d ago
Evaluation Results
Method
Method
Links
DocRec@5
PageRec@5
Max BLEU@5
Max ROUGE-L@5
Learned page scorer
k=5
2026.02
95
55
33
46
BGE-M3 + Multi-HyDE + ReRanker
k=5
2026.02
93
46
28
40
Dense baseline BGE-M3
k=5
2026.02
88
34
26
35
BGE-M3 + ReRanker
k=5
2026.02
87
41
19
34
HyDE
k=5
2026.02
86
40
25
37
Multi-HyDE
k=5
2026.02
85
42
27
39
Query expansion
k=5
2026.02
68
27
8
24
Hybrid fusion (BM25 + BGE-M3)
k=5
2026.02
61
23
13
27
SPLADE
k=5
2026.02
50
16
18
29
BM25
k=5
2026.02
32
7
4
12
Parent-Child
k=5
2026.02
31
13
12
22
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