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Text Continuation on WikiText-103 (test, 512-token context)

1Perplexity (PPL)Dream-B
-30.36181.32393604.68Sep 24, 2025Oct 31, 2025Dec 8, 2025Jan 15, 2026Feb 21, 2026Mar 31, 2026May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Dream-BSize (B)=7.00, Steps=12025.0911.550.005
LLaDA-ISize (B)=8.00, Steps=12025.0980.530.012
LLaDA-ISize (B)=8.00, Steps=22025.0980.410.014
LLaDA-ISize (B)=8.00, Steps=42025.0990.40.029
LLaDA-ISize (B)=8.00, Steps=82025.0990.40.027
LLaDA-ISize (B)=8.00, Steps=162025.0990.430.048
Dream-ISize (B)=7.00, Steps=12025.09460.580.005
TS-DFMSize=0.17B, Steps=162026.0553.977.860.707
Dream-ISize (B)=7.00, Steps=162025.09570.10.006
TS-DFMSize=0.17B, Steps=82026.0557.117.80.339
FS-DFMSize (B)=1.30, Steps=162025.09597.990.583
FS-DFMSize (B)=1.70, Steps=162025.09618.060.55
Dream-ISize (B)=7.00, Steps=82025.09620.130.006
Dream-ISize (B)=7.00, Steps=22025.09640.350.006
Dream-ISize (B)=7.00, Steps=42025.09660.20.007
FS-DFMSize (B)=0.17, Steps=162025.09677.970.39
FS-DFMSize=0.17B, Steps=162026.0567.427.970.39
TS-DFMSize=0.17B, Steps=42026.0568.957.70.038
FS-DFMSize (B)=1.30, Steps=82025.09708.010.48
FS-DFMSize (B)=1.70, Steps=82025.09728.070.311
FS-DFMSize (B)=0.17, Steps=82025.09757.950.27
FS-DFMSize=0.17B, Steps=82026.0575.787.950.27
FS-DFMSize (B)=0.17, Steps=42025.09977.890.053
FS-DFMSize=0.17B, Steps=42026.0597.077.890.053
FS-DFMSize (B)=1.30, Steps=42025.09997.980.12
FS-DFMSize (B)=1.70, Steps=42025.091018.030.083
FS-DFMSize (B)=0.17, Steps=22025.091437.850.008
FS-DFMSize (B)=1.70, Steps=22025.091557.930.014
FS-DFMSize (B)=1.30, Steps=22025.091697.970.013
FS-DFMSize (B)=0.17, Steps=12025.091737.670.006
FS-DFMSize (B)=1.70, Steps=12025.091917.670.007
FS-DFMSize (B)=1.30, Steps=12025.092317.880.006
LLaDA-BSize (B)=8.00, Steps=12025.092560.840.005
LLaDA-BSize (B)=8.00, Steps=22025.092900.590.005
LLaDA-BSize (B)=8.00, Steps=162025.094320.50.005
LLaDASize=8.0B, Steps=162026.05432.650.50.005
LLaDA-BSize (B)=8.00, Steps=82025.094410.420.005
LLaDASize=8.0B, Steps=82026.05441.260.420.005
LLaDA-BSize (B)=8.00, Steps=42025.094950.470.005
LLaDASize=8.0B, Steps=42026.05495.170.470.005
Dream-BSize (B)=7.00, Steps=162025.096302.310.005
DreamSize=7.0B, Steps=162026.05630.32.310.005
Dream-BSize (B)=7.00, Steps=82025.097391.740.006
DreamSize=7.0B, Steps=82026.05739.41.740.006
Dream-BSize (B)=7.00, Steps=42025.097521.530.005
DreamSize=7.0B, Steps=42026.05752.111.530.005
Dream-BSize (B)=7.00, Steps=22025.097851.430.005