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ResearchFormerly WizWand

Safety Monitoring on WildGuardMix (test)

89.9AccuracyD2-MLP
77.10880.42983.7587.071May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
D2-MLPBackbone=LLaDA-8B-Instruct, E[P]=≤0.36M2026.0589.989.7
D2-TimeAttnBackbone=LLaDA-8B-Instruct, E[P]=≤0.54M2026.0589.689.4
D2-MLPBackbone=LLaDA-1.5, E[P]=≤0.36M2026.0589.389.1
D2-TimeAttnBackbone=LLaDA-1.5, E[P]=≤0.54M2026.0589.389
D2-TimeAttnBackbone=LLaDA-8B-Base, E[P]=≤0.54M2026.0588.688.3
MLP (MV)Backbone=LLaDA-1.5, E[P]=1.05M2026.0588.388
MLP (Mean)Backbone=LLaDA-1.5, E[P]=1.05M2026.0588.388
LP (Last Step)Backbone=LLaDA-1.5, E[P]=4×10−3M2026.0588.287.9
LP (MV)Backbone=LLaDA-8B-Instruct, E[P]=4×10−3M2026.0588.287.9
LP (Mean)Backbone=LLaDA-8B-Instruct, E[P]=4×10−3M2026.0588.288
LSTMBackbone=LLaDA-1.5, E[P]=2.57M2026.0588.187.8
D2-MLPBackbone=LLaDA-8B-Base, E[P]=≤0.36M2026.0588.187.8
TimeAttnBackbone=LLaDA-1.5, E[P]=1.59M2026.058887.7
MLP (Last Step)Backbone=LLaDA-1.5, E[P]=1.05M2026.0587.987.5
LP (Mean)Backbone=LLaDA-1.5, E[P]=4×10−3M2026.0587.987.7
MLP (MV)Backbone=LLaDA-8B-Instruct, E[P]=1.05M2026.0587.987.6
TimeAttnBackbone=LLaDA-8B-Instruct, E[P]=1.59M2026.0587.987.5
LP (MV)Backbone=LLaDA-1.5, E[P]=4×10−3M2026.0587.887.5
LSTMBackbone=LLaDA-8B-Instruct, E[P]=2.57M2026.0587.887.4
MLP (Mean)Backbone=LLaDA-8B-Instruct, E[P]=1.05M2026.0587.787.4
LP (Last Step)Backbone=LLaDA-8B-Instruct, E[P]=4×10−3M2026.0587.487
MLP (Mean)Backbone=LLaDA-8B-Base, E[P]=1.05M2026.0587.487
TimeAttnBackbone=LLaDA-8B-Base, E[P]=1.59M2026.0587.486.9
MLP (Last Step)Backbone=LLaDA-8B-Instruct, E[P]=1.05M2026.0587.186.8
LSTMBackbone=LLaDA-8B-Base, E[P]=2.57M2026.0587.186.6
LP (Mean)Backbone=LLaDA-8B-Base, E[P]=4×10−3M2026.0586.986.5
MLP (MV)Backbone=LLaDA-8B-Base, E[P]=1.05M2026.0586.986.6
LP (MV)Backbone=LLaDA-8B-Base, E[P]=4×10−3M2026.0586.786.2
MLP (Last Step)Backbone=LLaDA-8B-Base, E[P]=1.05M2026.0585.885.4
LP (Last Step)Backbone=LLaDA-8B-Base, E[P]=4×10−3M2026.0584.684.1
D2-MLPBackbone=LLaDA-2.0-mini, E[P]=0.17M2026.0583.782.9
D2-TimeAttnBackbone=LLaDA-2.0-mini, E[P]=0.26M2026.0583.783
TimeAttnBackbone=LLaDA-2.0-mini, E[P]=0.80M2026.0581.780.8
LSTMBackbone=LLaDA-2.0-mini, E[P]=1.51M2026.0581.780.9
MLP (Mean)Backbone=LLaDA-2.0-mini, E[P]=0.52M2026.0581.480.6
MLP (MV)Backbone=LLaDA-2.0-mini, E[P]=0.52M2026.0581.380.5
LP (Mean)Backbone=LLaDA-2.0-mini, E[P]=2×10−3M2026.0580.579.4
LP (MV)Backbone=LLaDA-2.0-mini, E[P]=2×10−3M2026.058079
MLP (Last Step)Backbone=LLaDA-2.0-mini, E[P]=0.52M2026.057978
LP (Last Step)Backbone=LLaDA-2.0-mini, E[P]=2×10−3M2026.0577.676.3