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Benchmarks
Natural Language Inference on MNLI (test) (SNLI Source)
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80.2
Accuracy
BERT
-5.808
16.521
38.85
61.179
May 23, 2024
Accuracy
Throughput
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Throughput
BERT
Backbone=BERT-base
2024.05
80.2
1
CeeBERT
Backbone=BERT-base
2024.05
-0.8
2.63
LeeBERT
Backbone=BERT-base
2024.05
-1
2.37
PABEE
Backbone=BERT-base
2024.05
-1.1
2.39
BERT-9L
Backbone=BERT-9L
2024.05
-1.3
1.33
ElasticBERT
Backbone=BERT-base
2024.05
-1.3
2.32
FastBERT
Backbone=BERT-base
2024.05
-1.3
2.45
PALBERT
Backbone=BERT-base
2024.05
-1.4
2.54
MuE
Backbone=BERT-base
2024.05
-1.6
2.52
ETFEE
Backbone=BERT-base
2024.05
-1.8
2.55
BERT-6L
Backbone=BERT-6L
2024.05
-1.9
2
DeeBERT
Backbone=BERT-base
2024.05
-2.5
2.11
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