OpenCodePapers

prompt-engineering-on-oxford-102-flower

Prompt Engineering
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PaperCodeHarmonic meanModelNameReleaseDate
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link90.24PromptKD2024-03-05
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models✓ Link87.16HPT2023-12-11
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models✓ Link87.01MMRL++2025-05-15
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link86.78MMRL2025-03-11
Prompt Learning via Meta-Regularization✓ Link86.70ProMetaR2024-04-01
DePT: Decoupled Prompt Tuning✓ Link86.46DePT2023-09-14
Self-regulating Prompts: Foundational Model Adaptation without Forgetting✓ Link85.95PromptSRC2023-07-13
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling✓ Link85.85HPT++2024-08-27
Consistency-guided Prompt Learning for Vision-Language Models✓ Link85.71CoPrompt2023-06-01
Learning Domain Invariant Prompt for Vision-Language Models✓ Link84.52MetaPrompt2022-12-08
Read-only Prompt Optimization for Vision-Language Few-shot Learning✓ Link84.50RPO2023-08-29
MaPLe: Multi-modal Prompt Learning✓ Link82.56MaPLe2022-10-06
Conditional Prompt Learning for Vision-Language Models✓ Link81.71CoCoOp2022-03-10
Learning Transferable Visual Models From Natural Language Supervision✓ Link74.83CLIP2021-02-26
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