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Benchmarks
End-to-end Retrieval and Reasoning on Set 2 (n=31 queries, top-10 labeled)
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91.9
Precision@5
Kimi-K2.6 (think)
67.252
73.651
80.05
86.449
Jul 7, 2026
Precision@5
MAPB@5
nDCG@5
Updated 18d ago
Evaluation Results
Method
Method
Links
Precision@5
MAPB@5
nDCG@5
Kimi-K2.6 (think)
Configuration=→ Kimi-K...
2026.07
91.9
77.6
85
Kimi-K2.6 (no think)
Configuration=→ Kimi-K...
2026.07
91.1
75.5
83.5
Base
Configuration=→ Base,...
2026.07
89.3
73
80.9
SFT+GRPO
Configuration=→ SFT+GR...
2026.07
87.6
69.5
78.3
SimPO rerank (text)
Configuration=+ SimPO...
2026.07
80
60.3
71.3
Retrieval only @5
Configuration=Retrieva...
2026.07
73.3
53.8
64.8
Random
Configuration=Random
2026.07
68.2
50.2
61
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