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Question Answering on QA (Avg. Rank)

1.73Average RankTRACELOCK
1.65562.15782.663.1622May 23, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TRACELOCKModel=Dream, Gen len=256, Win./Block=128, Avg. step=121.92026.051.73
TRACELOCKModel=Dream, Gen len=128, Win./Block=64, Avg. step=69.62026.052.02
TRACELOCKModel=Dream, Gen len=256, Win./Block=64, Avg. step=111.42026.052.2
TRACELOCKModel=Dream, Gen len=128, Win./Block=32, Avg. step=66.02026.052.31
TRACELOCKModel=LLaDA, Gen len=128, Win./Block=32, Avg. step=89.72026.052.6
RandomModel=Dream, Gen len=256, Win./Block=128, Avg. step=256.02026.052.62
TRACELOCKModel=LLaDA, Gen len=256, Win./Block=64, Avg. step=160.92026.052.68
ConfidenceModel=LLaDA, Gen len=256, Win./Block=64, Avg. step=256.02026.052.74
TRACELOCKModel=LLaDA, Gen len=256, Win./Block=128, Avg. step=177.12026.052.76
Fast-dLLMModel=LLaDA, Gen len=128, Win./Block=64, Avg. step=69.62026.052.81
ConfidenceModel=LLaDA, Gen len=256, Win./Block=128, Avg. step=256.02026.052.81
ConfidenceModel=LLaDA, Gen len=128, Win./Block=64, Avg. step=128.02026.052.83
TRACELOCKModel=LLaDA, Gen len=128, Win./Block=64, Avg. step=95.92026.052.87
Fast-dLLMModel=LLaDA, Gen len=256, Win./Block=64, Avg. step=117.32026.052.87
Fast-dLLMModel=LLaDA, Gen len=256, Win./Block=128, Avg. step=107.52026.052.87
ConfidenceModel=LLaDA, Gen len=128, Win./Block=32, Avg. step=128.02026.052.89
RandomModel=LLaDA, Gen len=256, Win./Block=128, Avg. step=256.02026.052.96
ConfidenceModel=Dream, Gen len=128, Win./Block=32, Avg. step=128.02026.052.96
Fast-dLLMModel=Dream, Gen len=256, Win./Block=64, Avg. step=201.82026.053.01
L2PModel=LLaDA, Gen len=128, Win./Block=32, Avg. step=64.62026.053.02
ConfidenceModel=Dream, Gen len=128, Win./Block=64, Avg. step=128.02026.053.04
Fast-dLLMModel=LLaDA, Gen len=128, Win./Block=32, Avg. step=73.02026.053.06
ConfidenceModel=Dream, Gen len=256, Win./Block=64, Avg. step=256.02026.053.06
Fast-dLLMModel=Dream, Gen len=128, Win./Block=32, Avg. step=106.22026.053.09
RandomModel=Dream, Gen len=256, Win./Block=64, Avg. step=256.02026.053.09
L2PModel=LLaDA, Gen len=128, Win./Block=64, Avg. step=51.72026.053.1
RandomModel=Dream, Gen len=128, Win./Block=64, Avg. step=128.02026.053.12
L2PModel=Dream, Gen len=128, Win./Block=32, Avg. step=109.32026.053.13
ConfidenceModel=Dream, Gen len=256, Win./Block=128, Avg. step=256.02026.053.16
Fast-dLLMModel=Dream, Gen len=128, Win./Block=64, Avg. step=83.52026.053.19
Fast-dLLMModel=Dream, Gen len=256, Win./Block=128, Avg. step=140.62026.053.19
L2PModel=LLaDA, Gen len=256, Win./Block=64, Avg. step=90.52026.053.21
L2PModel=Dream, Gen len=128, Win./Block=64, Avg. step=89.22026.053.23
L2PModel=Dream, Gen len=256, Win./Block=64, Avg. step=205.72026.053.28
RandomModel=Dream, Gen len=128, Win./Block=32, Avg. step=128.02026.053.38
RandomModel=LLaDA, Gen len=128, Win./Block=64, Avg. step=128.02026.053.4
RandomModel=LLaDA, Gen len=128, Win./Block=32, Avg. step=128.02026.053.42
RandomModel=LLaDA, Gen len=256, Win./Block=64, Avg. step=256.02026.053.51
L2PModel=Dream, Gen len=256, Win./Block=128, Avg. step=133.22026.053.54
L2PModel=LLaDA, Gen len=256, Win./Block=128, Avg. step=60.12026.053.59