الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Adversarial Robustness On Advglue

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	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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