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Consumption task prediction on Industrial-scale Production 15% (val)

0Delta C-NEULTRA-HSTU
-0.05640.32430.7051.0857Feb 19, 2026

Evaluation results

MethodLinks
ULTRA-HSTUSequence length=3072, FLOP matching=Matched, LBSL=true2026.020
HSTUSequence length=3072, FLOP matching=Matched, LBSL=true2026.020.43
TransformerSequence length=3072, FLOP matching=Matched, LBSL=true, Variant=Internally optimized2026.020.57
STCASequence length=3072, FLOP matching=Matched, LBSL=true2026.020.94
SASRecsSequence length=3072, FLOP matching=Matched, LBSL=true2026.021.12
DINSequence length=3072, FLOP matching=Matched, LBSL=true2026.021.41