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Topic Classification on AG News d=256 (test)

91.4AccuracyStd
90.370490.637790.90591.1723Mar 5, 2026

Evaluation results

MethodLinks
Stdp=—, Encoder=3.95 M, Enc. Ratio=1.000×2026.0391.4
T4-linearp=4, Encoder=1.00 M, Enc. Ratio=0.253×2026.0390.76
T4-harmonicp=4, Encoder=1.00 M, Enc. Ratio=0.253×2026.0390.41