Table 3: 
Region of Interest: Literal 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 0.59 0.59 0.52 0.62 0.45 0.47 
Verb 0.73* 0.72* 0.68* 0.77* 0.69* 0.60 
VerbObject 0.63 0.61 0.59 0.71* 0.47 0.51 
Addition 0.74* 0.76* 0.74* 0.78* 0.69* 0.73* 
Lstm 0.53 0.62 0.58 0.56 0.68* 0.61 
 
Visual Object 0.68* 0.71* 0.50 0.42 0.67* 0.57 
Visual Verb 0.55 0.62 0.43 0.48 0.49 0.40 
Visual VerbObject 0.56 0.62 0.47 0.45 0.51 0.41 
Visual Addition 0.48 0.69* 0.56 0.42 0.65 0.49 
Visual Phrase 0.40 0.40 0.41 0.54 0.44 0.44 
VisualAction-relatedLanguage-related
MODELSLLOCTLVTLPGLPMLMTPLIFG
Object 0.59 0.59 0.52 0.62 0.45 0.47 
Verb 0.73* 0.72* 0.68* 0.77* 0.69* 0.60 
VerbObject 0.63 0.61 0.59 0.71* 0.47 0.51 
Addition 0.74* 0.76* 0.74* 0.78* 0.69* 0.73* 
Lstm 0.53 0.62 0.58 0.56 0.68* 0.61 
 
Visual Object 0.68* 0.71* 0.50 0.42 0.67* 0.57 
Visual Verb 0.55 0.62 0.43 0.48 0.49 0.40 
Visual VerbObject 0.56 0.62 0.47 0.45 0.51 0.41 
Visual Addition 0.48 0.69* 0.56 0.42 0.65 0.49 
Visual Phrase 0.40 0.40 0.41 0.54 0.44 0.44 
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