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

العربية

Prompt Engineering On Fgvc Aircraft

المقاييس

Harmonic mean

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Harmonic mean	Paper Title	Repository
MaPLe	36.50	MaPLe: Multi-modal Prompt Learning
MetaPrompt	38.24	Learning Domain Invariant Prompt for Vision-Language Models
PromptKD	45.17	PromptKD: Unsupervised Prompt Distillation for Vision-Language Models
MMRL	41.15	MMRL: Multi-Modal Representation Learning for Vision-Language Models
CoCoOp	27.74	Conditional Prompt Learning for Vision-Language Models
HPT++	41.33	HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling
RPO	35.70	Read-only Prompt Optimization for Vision-Language Few-shot Learning
ProMetaR	40.25	Prompt Learning via Meta-Regularization
CLIP	31.09	Learning Transferable Visual Models From Natural Language Supervision
PromptSRC	40.15	Self-regulating Prompts: Foundational Model Adaptation without Forgetting
DePT	40.73	DePT: Decoupled Prompt Tuning	-
CoPrompt	39.76	Consistency-guided Prompt Learning for Vision-Language Models
HPT	40.28	Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models

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