List your company

Detoxification Evaluation on Detoxification dataset

19.07Toxicity ScorePalette w/ LaPA²
18.069224.824631.5838.3354Aug 6, 2025

Evaluation results

MethodLinks
Palette w/ LaPA²Backbone=Pythia 12B, Length=642025.0819.07186.0311849
DATGBackbone=Pythia 12B, Length=642025.0819.967.8711017
PaletteBackbone=Pythia 12B, Length=642025.0822.04132.7811743
PREADD w/ LaPA²Backbone=LLaMA-2 7B, Length=5122025.0827.325.9923968
PREADD w/ LaPA²Backbone=LLaMA-2 7B, Length=642025.0827.8427.9395582
PREADDBackbone=LLaMA-2 7B, Length=5122025.0827.9611.3423571
PREADDBackbone=LLaMA-2 7B, Length=642025.0829.7231.9895281
PREADD w/ LaPA²Backbone=LLaMA-2 13B, Length=5122025.0832.614.8123970
PREADD w/ LaPA²Backbone=LLaMA-2 13B, Length=642025.0833.3322.0995480
DATGBackbone=LLaMA-2 7B, Length=642025.0833.3452.1274375
PREADDBackbone=LLaMA-2 13B, Length=5122025.0833.348.8323571
NegPrompt w/ LaPA²Backbone=LLaMA-2 13B, Length=5122025.0833.728.4323372
DATGBackbone=LLaMA-2 7B, Length=5122025.0833.8419.9622862
PREADDBackbone=LLaMA-2 13B, Length=642025.0834.825.3895280
DATGBackbone=LLaMA-2 13B, Length=5122025.0835.0817.7222964
NegPrompt w/ LaPA²Backbone=LLaMA-2 13B, Length=642025.0835.1241.1885081
PREADD w/ LaPA²Backbone=Pythia 12B, Length=642025.0835.4631.1384875
PREADD w/ LaPA²Backbone=Pythia 12B, Length=5122025.0835.627.0223564
NegPrompt w/ LaPA²Backbone=LLaMA-2 7B, Length=5122025.0835.8232.5623269
DATGBackbone=LLaMA-2 13B, Length=642025.083644.5974475
PREADDBackbone=Pythia 12B, Length=642025.0836.2331.3574674
NegPromptBackbone=LLaMA-2 13B, Length=5122025.0836.5210.523471
PREADDBackbone=Pythia 12B, Length=5122025.0836.6310.6623063
NegPrompt w/ LaPA²Backbone=LLaMA-2 7B, Length=642025.0837.1760.8285080
NegPromptBackbone=LLaMA-2 7B, Length=5122025.0837.5512.7723369
NegPromptBackbone=LLaMA-2 13B, Length=642025.0838.1730.0184979
Palette w/ LaPA²Backbone=LLaMA-2 7B, Length=5122025.0838.6922.911236
Palette w/ LaPA²Backbone=LLaMA-2 13B, Length=5122025.0838.8429.7121234
NegPromptBackbone=LLaMA-2 7B, Length=642025.0839.2934.1384979
NegPrompt w/ LaPA²Backbone=Pythia 12B, Length=5122025.0839.5418.0223065
Palette w/ LaPA²Backbone=Pythia 12B, Length=5122025.0840.0819.781420
Palette w/ LaPA²Backbone=LLaMA-2 13B, Length=642025.0840.5328.2753163
Palette w/ LaPA²Backbone=LLaMA-2 7B, Length=642025.0840.8831.353061
NegPrompt w/ LaPA²Backbone=Pythia 12B, Length=642025.0841.1543.5874576
PaletteBackbone=LLaMA-2 7B, Length=5122025.0841.195.8622049
PaletteBackbone=LLaMA-2 13B, Length=5122025.0841.815.0922151
PaletteBackbone=LLaMA-2 7B, Length=642025.0842.8618.9463566
DATGBackbone=Pythia 12B, Length=5122025.0842.884.88124
NegPromptBackbone=Pythia 12B, Length=5122025.0842.9412.5622963
PaletteBackbone=Pythia 12B, Length=5122025.0843.148.641312
PaletteBackbone=LLaMA-2 13B, Length=642025.0843.2617.1263667
NegPromptBackbone=Pythia 12B, Length=642025.0844.0934.7474475