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Ordinal Classification on SNLI standard (test)
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89.1
F1 Score
MLL
77.14
80.245
83.35
86.455
May 20, 2024
F1 Score
MSE
MAE
OB1
Updated 5mo ago
Evaluation Results
Method
Method
Links
F1 Score
MSE
MAE
OB1
MLL
Backbone=BERT-base, Da...
2024.05
89.1
0.149
0.122
98.6
CE
Backbone=BERT-base, Da...
2024.05
89
0.152
0.123
98.5
ENT
Backbone=GPT2-small, D...
2024.05
88.5
0.157
0.128
98.5
MLL
Backbone=BERT-base, Da...
2024.05
84.8
0.21
0.171
98
MLL
Backbone=TinyBERT, Dat...
2024.05
83.2
0.257
0.205
97.4
CE
Backbone=TinyBERT, Dat...
2024.05
82.1
0.264
0.208
97.2
GPT
Backbone=GPT2-small, D...
2024.05
77.6
0.338
0.261
96.1
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