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Text generation on DFM 1024 samples masked backbone

135.92GPT-2 PerplexityTR-CIE
117.7048240.6574363.61486.5626Jun 23, 2026

Evaluation results

MethodLinks
TR-CIENFE=2562026.06135.92
TR-CIENFE=1282026.06138.2
θ-TrapezoidalNFE=2562026.06139.35
HO-FHS (Extrap.)NFE=2562026.06141.32
FHSNFE=2562026.06144.88
θ-RK2NFE=2562026.06146.1
θ-TrapezoidalNFE=1282026.06150.44
Euler τ-leapingNFE=2562026.06151.16
TR-CIENFE=642026.06151.25
Tweedie τ-leapingNFE=2562026.06152.9
θ-RK2NFE=1282026.06157.59
Tweedie τ-leapingNFE=1282026.06159.05
HO-FHS (Extrap.)NFE=1282026.06159.9
TR-CIENFE=322026.06162.3
Euler τ-leapingNFE=1282026.06164.49
FHSNFE=1282026.06166.8
HO-FHS (Extrap.)NFE=642026.06167.7
θ-RK2NFE=642026.06168.45
θ-TrapezoidalNFE=642026.06171.8
FHSNFE=642026.06172.6
FHSNFE=322026.06174.2
Tweedie τ-leapingNFE=642026.06175.2
HO-FHS (Extrap.)NFE=322026.06175.95
Euler τ-leapingNFE=642026.06177.15
θ-TrapezoidalNFE=322026.06180.54
θ-RK2NFE=322026.06181.92
Tweedie τ-leapingNFE=322026.06185.11
TR-CIENFE=162026.06187.1
Euler τ-leapingNFE=322026.06189.87
FHSNFE=162026.06252.1
TR-CIENFE=82026.06252.15
θ-RK2NFE=162026.06259.25
θ-TrapezoidalNFE=162026.06261.42
Tweedie τ-leapingNFE=162026.06264.5
HO-FHS (Extrap.)NFE=162026.06265.6
Euler τ-leapingNFE=162026.06270.05
FHSNFE=82026.06480.8
Tweedie τ-leapingNFE=82026.06486.4
Euler τ-leapingNFE=82026.06495.25
HO-FHS (Extrap.)NFE=82026.06503.95
θ-TrapezoidalNFE=82026.06589.63
θ-RK2NFE=82026.06591.3