HyperAI超神经

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HyperAI超神经

Prompt Engineering On Sun397

评估指标

Harmonic mean

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
PromptKD	82.60	PromptKD: Unsupervised Prompt Distillation for Vision-Language Models
CoPrompt	81.31	Consistency-guided Prompt Learning for Vision-Language Models
MMRL	81.20	MMRL: Multi-Modal Representation Learning for Vision-Language Models
HPT++	81.11	HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling
DePT	81.06	DePT: Decoupled Prompt Tuning
HPT	80.88	Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models
ProMetaR	80.82	Prompt Learning via Meta-Regularization
MetaPrompt	80.62	Learning Domain Invariant Prompt for Vision-Language Models
PromptSRC	80.52	Self-regulating Prompts: Foundational Model Adaptation without Forgetting
MaPLe	79.75	MaPLe: Multi-modal Prompt Learning
RPO	79.18	Read-only Prompt Optimization for Vision-Language Few-shot Learning
CoCoOp	78.27	Conditional Prompt Learning for Vision-Language Models
CLIP	72.23	Learning Transferable Visual Models From Natural Language Supervision

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Prompt Engineering On Sun397 | SOTA | HyperAI超神经