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Table 8: 

Proportion of pairs where all / none of the 3 models or only either BERT (B only) or multimodal (MM only) models are aligned to humans.

 RG65 WS353 SL999 MEN SVERB 
all 0.31 0.20 0.18 0.19 0.13 
none 0.22 0.43 0.44 0.32 0.51 
B only 0.08 0.06 0.10 0.08 0.08 
MM only 0.08 0.05 0.05 0.09 0.05 
 RG65 WS353 SL999 MEN SVERB 
all 0.31 0.20 0.18 0.19 0.13 
none 0.22 0.43 0.44 0.32 0.51 
B only 0.08 0.06 0.10 0.08 0.08 
MM only 0.08 0.05 0.05 0.09 0.05 
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