HyperAI超神经

首页资讯最新论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Adversarial Robustness On Advglue

评估指标

Accuracy

评测结果

各个模型在此基准测试上的表现结果

模型名称	Accuracy	Paper Title	Repository
DeBERTa (single model)	0.6086	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
ELECTRA (single model)	0.4169	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
T5 (single model)	0.5682	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
SMART_RoBERTa (single model)	0.5371	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
FreeLB (single model)	0.5048	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
InfoBERT (single model)	0.4603	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
ALBERT (single model)	0.5922	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
BERT (single model)	0.3369	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
RoBERTa (single model)	0.5021	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
SMART_BERT (single model)	0.3029	Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models

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