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Table 7: 
Macro-averaged F1 across four lexical relation classes, namely, synonymy, antonymy, hypernymy, and meronymy, for lexical relation prediction task.
ModelsVal(F1)Test(F1)
Vanilla 0.5905 0.2936 
 
Retrofitting 0.6546 0.2899 
Counterfitting 0.6366 0.3275 
LEAR 0.6578 0.3211 
 
LexSub 0.7962 0.4050 
ModelsVal(F1)Test(F1)
Vanilla 0.5905 0.2936 
 
Retrofitting 0.6546 0.2899 
Counterfitting 0.6366 0.3275 
LEAR 0.6578 0.3211 
 
LexSub 0.7962 0.4050 
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