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ResearchFormerly WizWand

Computational Complexity Analysis on WildGuardMix 1.0 (test)

0.004FLOPs (MFLOPs)LP (Last Step)
-15.4358488.78308193.002297.22092May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LP (Last Step)Backbone=LLaDA-2.0-mini2026.050.004
LP (Last Step)Backbone=LLaDA-8B-Base2026.050.008
LP (Last Step)Backbone=LLaDA-8B-Instruct2026.050.008
LP (Last Step)Backbone=LLaDA-1.52026.050.008
LP (Mean)Backbone=LLaDA-8B-Base2026.050.14
LP (Mean)Backbone=LLaDA-8B-Instruct2026.050.14
LP (Mean)Backbone=LLaDA-1.52026.050.14
LP (MV)Backbone=LLaDA-8B-Base2026.050.26
LP (MV)Backbone=LLaDA-8B-Instruct2026.050.26
LP (MV)Backbone=LLaDA-1.52026.050.26
LP (Mean)Backbone=LLaDA-2.0-mini2026.050.27
LP (MV)Backbone=LLaDA-2.0-mini2026.050.52
D2-MLPBackbone=LLaDA-8B-Instruct2026.050.68
D2-MLPBackbone=LLaDA-2.0-mini2026.050.87
D2-MLPBackbone=LLaDA-8B-Base2026.050.92
D2-MLPBackbone=LLaDA-1.52026.050.97
MLP (Last Step)Backbone=LLaDA-2.0-mini2026.051.05
MLP (Mean)Backbone=LLaDA-2.0-mini2026.051.31
MLP (Last Step)Backbone=LLaDA-8B-Base2026.052.1
MLP (Last Step)Backbone=LLaDA-8B-Instruct2026.052.1
MLP (Last Step)Backbone=LLaDA-1.52026.052.1
MLP (Mean)Backbone=LLaDA-8B-Base2026.052.23
MLP (Mean)Backbone=LLaDA-8B-Instruct2026.052.23
MLP (Mean)Backbone=LLaDA-1.52026.052.23
D2-TimeAttnBackbone=LLaDA-8B-Instruct2026.055.1
D2-TimeAttnBackbone=LLaDA-8B-Base2026.058.16
D2-TimeAttnBackbone=LLaDA-1.52026.058.48
D2-TimeAttnBackbone=LLaDA-2.0-mini2026.0519.4
TimeAttnBackbone=LLaDA-8B-Base2026.0535.7
TimeAttnBackbone=LLaDA-8B-Instruct2026.0535.7
TimeAttnBackbone=LLaDA-1.52026.0535.7
MLP (MV)Backbone=LLaDA-8B-Base2026.0567.1
MLP (MV)Backbone=LLaDA-8B-Instruct2026.0567.1
MLP (MV)Backbone=LLaDA-1.52026.0567.1
TimeAttnBackbone=LLaDA-2.0-mini2026.0568.2
MLP (MV)Backbone=LLaDA-2.0-mini2026.05134
LSTMBackbone=LLaDA-8B-Base2026.05163
LSTMBackbone=LLaDA-8B-Instruct2026.05163
LSTMBackbone=LLaDA-1.52026.05163
LSTMBackbone=LLaDA-2.0-mini2026.05386