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Natural Language Inference on SNLI 1.0 (test)

90.67Accuracy

BERT-base w/ Z-Aug

Updated 1mo ago

Evaluation Results

Method	Links
BERT-base w/ Z-Aug 2022.03		90.67
BERT-base baseline 2022.03		90.45
BERT-base + PoE w/ DSNLI 2022.03		90.25
PoE 2022.03		90.11
DFL 2022.03		89.57
BERT-base w/ Par-Z 2022.03		88.11
BERT-base w/ Seq-Z 2022.03		88.08
BERT-base + PoE w/ Seq-Z 2022.03		87.65
Multiple DSA 2018.08		87.4
Single DSA 2018.08		86.8
Reinforced self-attention network 2018.08		86.3
Distance-based self-attention network 2018.08		86.3
Gumbel TreeLSTM 2018.08		86
Residual stacked encoders 2018.08		86
Directional self-attention network 2018.08		85.6
CNN (Dense) with self-attention 2018.08		84.6
BiLSTM with self-attention 2018.08		84.2
Ens. AdvCls 2022.03		84.09
AdvCls 2022.03		83.56