Table 4: 
Region of Interest: Metaphor Decoding. Leave-2-out decoding accuracies, significant values (p < 0.05) surviving FDR correction for multiple comparisons for the ROIs indicated in bold by an asterisk (*).
VisualAction-relatedLanguage-Related
MODELSLLOCTLVTLPGLPMLMTPLIFG
Object 0.62 0.63 0.46 0.53 0.67* 0.67* 
Verb 0.54 0.58 0.56 0.60 0.75* 0.57 
VerbObject 0.63 0.62 0.49 0.54 0.77* 0.64 
Addition 0.69* 0.65 0.51 0.59 0.73* 0.70* 
Lstm 0.56 0.47 0.54 0.64 0.61 0.51 
 
Visual Object 0.63 0.56 0.68* 0.64 0.73* 0.52 
Visual Verb 0.65 0.66 0.69* 0.75* 0.55 0.63 
Visual VerbObject 0.70* 0.65 0.68* 0.74* 0.62 0.67* 
Visual Addition 0.74* 0.57 0.69* 0.63 0.62 0.59 
Visual Phrase 0.58 0.62 0.61 0.54 0.60 0.54 
VisualAction-relatedLanguage-Related
MODELSLLOCTLVTLPGLPMLMTPLIFG
Object 0.62 0.63 0.46 0.53 0.67* 0.67* 
Verb 0.54 0.58 0.56 0.60 0.75* 0.57 
VerbObject 0.63 0.62 0.49 0.54 0.77* 0.64 
Addition 0.69* 0.65 0.51 0.59 0.73* 0.70* 
Lstm 0.56 0.47 0.54 0.64 0.61 0.51 
 
Visual Object 0.63 0.56 0.68* 0.64 0.73* 0.52 
Visual Verb 0.65 0.66 0.69* 0.75* 0.55 0.63 
Visual VerbObject 0.70* 0.65 0.68* 0.74* 0.62 0.67* 
Visual Addition 0.74* 0.57 0.69* 0.63 0.62 0.59 
Visual Phrase 0.58 0.62 0.61 0.54 0.60 0.54 
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