Skip to main content

Table 15 Mean rank table for datasets of reviews

From: SentiBench - a benchmark comparison of state-of-the-practice sentiment analysis methods

3-classes 2-classes
Pos Method Mean Rank Pos Method Mean Rank Coverage (%)
1 - - 1 Sentiment140 3.33 21.82
2 - - 2 SenticNet 4.00 87.05
3 - - 3 Semantria 4.33 66.04
4 - - 4 SO-CAL 4.33 83.20
5 - - 5 Opinion Lexicon 4.67 74.14
6 - - 6 SentiStrength 5.00 (5.00) 24.56 (24.56)
7 - - 7 Stanford DM 5.33 87.89
8 - - 8 AFINN 8.67 69.77
9 - - 9 VADER 9.67 (11.00) 79.39 (82.70)
10 - - 10 Pattern.en 10.33 63.70
11 - - 11 PANAS-t 11.00 2.80
12 - - 12 Umigon 11.33 53.90
13 - - 13 Emolex 13.33 69.47
14 - - 14 LIWC15 13.67 62.90
15 - - 15 USent 15.67 56.85
16 - - 16 SentiWordNet 15.67 59.73
17 - - 17 Sentiment140_L 16.00 91.71
18 - - 18 NRC Hashtag 16.33 91.64
19 - - 19 Opinion Finder 19.33 49.73
20 - - 20 LIWC 20.00 62.75
21 - - 21 SASA 20.33 61.22
22 - - 22 ANEW_SUB 21.33 96.05
23 - - 23 Emoticons DS 23.00 99.71
24 - - 24 Emoticons 23.33 0.04