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General Reasoning on GPQA Diamond (Mean@16)

84.15Mean@16FlashMLA
80.083681.139382.19583.2507Feb 11, 2026

Evaluation results

MethodLinks
FlashMLABackbone=DeepSeek-V3.1, Precision=BF162026.0284.15
SnapMLABackbone=DeepSeek-V3.1, Precision=FP82026.0282.57
FlashMLABackbone=LongCat-Flash-thinking, Precision=BF162026.0281.5
SnapMLABackbone=LongCat-Flash-thinking, Precision=FP82026.0280.24