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ResearchFormerly WizWand

Representation Injection Performance on Llama2-7B evaluation scenarios (test)

85.16AccuracyLTV
-1.950420.664843.2865.8952Sep 29, 2025
Updated 7mo ago

Evaluation results

MethodLinks
LTVScenario=5) ICL prompts2025.0985.16
LTVScenario=2) More Pos., Injection Position (P)={-5,...,-1}, Injection Layers (L)={16}2025.0984.6
LTVScenario=Baseline, Injection Position (P)={-1}, Injection Layers (L)={16}2025.0982.54
LTVScenario=3) More layers, Injection Position (P)={-1}, Injection Layers (L)={0,4,8,...}2025.0982.24
LTVScenario=1) Diff. Pos., Injection Position (P)={4}, Injection Layers (L)={16}2025.0979.34
FVScenario=5) ICL prompts2025.0973.23
Vanilla TVScenario=5) ICL prompts2025.0952.82
FVScenario=Baseline, Injection Position (P)={-1}, Injection Layers (L)={16}2025.0951.81
LTVScenario=4) More layers & Pos., Injection Position (P)={-5,...}, Injection Layers (L)={0,4,...}2025.0951.6
FVScenario=3) More layers, Injection Position (P)={-1}, Injection Layers (L)={0,4,8,...}2025.0947.14
Vanilla TVScenario=Baseline, Injection Position (P)={-1}, Injection Layers (L)={16}2025.0938.26
FVScenario=2) More Pos., Injection Position (P)={-5,...,-1}, Injection Layers (L)={16}2025.0928.6
FVScenario=4) More layers & Pos., Injection Position (P)={-5,...}, Injection Layers (L)={0,4,...}2025.0920.44
Vanilla TVScenario=3) More layers, Injection Position (P)={-1}, Injection Layers (L)={0,4,8,...}2025.0918.85
Vanilla TVScenario=2) More Pos., Injection Position (P)={-5,...,-1}, Injection Layers (L)={16}2025.0914.16
Vanilla TVScenario=4) More layers & Pos., Injection Position (P)={-5,...}, Injection Layers (L)={0,4,...}2025.0913.3
Vanilla TVScenario=1) Diff. Pos., Injection Position (P)={4}, Injection Layers (L)={16}2025.091.96
FVScenario=1) Diff. Pos., Injection Position (P)={4}, Injection Layers (L)={16}2025.091.4