OpenCodePapers

prompt-engineering-on-imagenet

Prompt Engineering
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PaperCodeHarmonic meanModelNameReleaseDate
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link77.62PromptKD2024-03-05
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models✓ Link75.49Customized Ensemble2023-11-28
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link74.45MMRL2025-03-11
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models✓ Link74.44MMRL++2025-05-15
Consistency-guided Prompt Learning for Vision-Language Models✓ Link74.33CoPrompt2023-06-01
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling✓ Link74.24HPT++2024-08-27
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models✓ Link74.17HPT2023-12-11
Prompt Learning via Meta-Regularization✓ Link74.09ProMetaR2024-04-01
Learning Domain Invariant Prompt for Vision-Language Models✓ Link74.02MetaPrompt2022-12-08
DePT: Decoupled Prompt Tuning✓ Link74.02DePT2023-09-14
Self-regulating Prompts: Foundational Model Adaptation without Forgetting✓ Link74.01PromptSRC2023-07-13
Read-only Prompt Optimization for Vision-Language Few-shot Learning✓ Link74.00RPO2023-08-29
MaPLe: Multi-modal Prompt Learning✓ Link73.47MaPLe2022-10-06
Conditional Prompt Learning for Vision-Language Models✓ Link73.10CoCoOp2022-03-10
Learning Transferable Visual Models From Natural Language Supervision✓ Link70.22CLIP2021-02-26
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