Supervised systems

Output from all the systems available in the accompanying material. 

Training corpus: SemCor

 System Senseval-2 Senseval-3 SemEval-07
SemEval-13  SemEval-15 ALL
 IMS
70.9
69.3
61.3  65.3  69.5
68.4
 IMS+emb 71.0
69.3
60.9  67.3  71.3
69.1
 IMS-s+emb 72.2
70.4
62.6  65.9  71.5
69.6
 Context2Vec    71.8
69.1
61.3  65.6  71.9
69.0
 MFS  65.6
66.0
54.5  63.8  67.1
64.8
 Ceiling  91.0
94.5
93.8  88.6  90.4
91.5


Training corpus: SemCor + OMSTI

 System Senseval-2 Senseval-3 SemEval-07
SemEval-13  SemEval-15 ALL
 IMS
72.8
69.2
60.0  65.0  69.3
68.8
 IMS+emb 70.8
68.9
58.5  66.3  69.7  68.3
 IMS-s+emb 73.3
69.6
61.1  66.7  70.4
69.7
 Context2Vec    72.3
68.2
61.5  67.2  71.7  69.4
 MFS  66.5  60.4
52.3  62.6  64.2  62.9
 Ceiling  91.5
94.9
94.7  89.6  91.1  92.1


Knowledge-based systems

 System Senseval-2 Senseval-3 SemEval-07
SemEval-13  SemEval-15 ALL
 Lesk
50.6  44.5  32.0  53.6  51.0  48.7 
 Lesk+emb 63.0  63.7  56.7  66.2  64.6  63.7 
 UKB 56.0  51.7  39.0  53.6  55.2  53.2 
 UKB-g    60.6  54.1  42.0  59.0  61.2  57.5
 UKB-g*    68.8
66.1
53.0
68.8
70.3
67.3
 Babelfy  67.0  63.5  51.6  66.4
 70.3  65.5 
 WN 1st sense  66.8  66.2  55.2  63.0  67.8  65.2