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Long-sequence CTR prediction on KuaiVideo ChinaMM 2018 (test)

66.99GAUCETA
64.743665.326865.9166.4932Jan 27, 2026

Evaluation results

MethodLinks
ETAstrategy=standard2026.0166.9968.860.4577—
ETA + CollectiveKVstrategy=CollectiveKV2026.0166.7768.890.45610.02
HSTU + CollectiveKVstrategy=CollectiveKV2026.0166.6874.750.43980.012
HSTUstrategy=standard2026.0166.6374.540.4388—
SIM + CollectiveKVstrategy=CollectiveKV2026.0166.04690.4520.012
SIMstrategy=standard2026.0165.7767.980.462—
TWIN + CollectiveKVstrategy=CollectiveKV2026.0165.5867.860.46270.02
SDIM + CollectiveKVstrategy=CollectiveKV2026.0165.4567.860.45830.016
SDIMstrategy=standard2026.0165.0667.660.46110
TWINstrategy=standard2026.0164.8367.560.4618—