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Benchmarks
Sentiment Classification on Company tweets (test)
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81.2
Accuracy
Transformer
55.72
62.335
68.95
75.565
Dec 4, 2018
Accuracy
Accuracy (Negative)
Accuracy (Neutral)
Accuracy (Positive)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Accuracy (Negative)
Accuracy (Neutral)
Accuracy (Positive)
Transformer
training_mode=finetune
2018.12
81.2
88.2
73.5
81.9
mLSTM
training_mode=finetune
2018.12
78.2
87
69.3
78.3
8k mLSTM
2018.12
77.3
86
67.4
78.6
ELMO
training_mode=finetune
2018.12
71.4
81.7
60.1
72.4
Google Sentiment (GCL) API
mode=thresholded
2018.12
62.5
69.6
54
63.8
Watson API
mode=thresholded
2018.12
56.7
42.9
54
73.3
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