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Benchmarks
Multi-label Emotion Classification on Arabic dataset (test)
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54.88
F1-Macro
SLCL
44.1888
46.9644
49.74
52.5156
Dec 1, 2022
F1-Macro
F1-Micro
Jaccard Similarity
Updated 4d ago
Evaluation Results
Method
Method
Links
F1-Macro
F1-Micro
Jaccard Similarity
SLCL
loss_type=Stepwise Lab...
2022.12
54.88
66.37
54.65
SCL
loss_type=Strict Contr...
2022.12
54.27
66.71
55.43
ICL
loss_type=Intra-label...
2022.12
54.26
66.13
54.17
JSCL
loss_type=Jaccard Simi...
2022.12
54.08
66
54.14
JSPCL
loss_type=Jaccard Simi...
2022.12
53.7
65.86
53.98
SpanEmo
2022.12
53.63
65.81
53.94
HEF
2022.12
50.2
63.1
51.2
BERTbase
Backbone=BERT-base
2022.12
47.7
65
52.3
EMA
2022.12
46.1
61.8
48.9
Tw-StAR
2022.12
44.6
59.7
46.5
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