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Analogue Retrieval on Math N=3.5k
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85.2
R@1
BLOCKSEARCH attention, R_any_19
-3.408
19.596
42.6
65.604
Jul 1, 2026
R@1
R@5
Updated 22d ago
Evaluation Results
Method
Method
Links
R@1
R@5
BLOCKSEARCH attention, R_any_19
Scoring=any-head MaxSim
2026.07
85.2
86.6
Qwen3-dense
Scoring=pooled cosine
2026.07
1.4
5.7
MSA-4B
Scoring=gen. citations
2026.07
1.3
2.7
BLOCKSEARCH-SSMax-routing
Scoring=ICR beam
2026.07
0.8
3.2
BLOCKSEARCH
Scoring=ICR beam
2026.07
0
0
BLOCKSEARCH-sink
Scoring=ICR beam
2026.07
0
0.1
BLOCKSEARCH-SSMax
Scoring=ICR beam
2026.07
0
0.8
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