OpenCodePapers

prompt-engineering-on-food-101

Prompt Engineering
Dataset Link
Results over time
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Leaderboard
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PaperCodeHarmonic meanModelNameReleaseDate
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link93.05PromptKD2024-03-05
Consistency-guided Prompt Learning for Vision-Language Models✓ Link91.40CoPrompt2023-06-01
MaPLe: Multi-modal Prompt Learning✓ Link91.38MaPLe2022-10-06
Prompt Learning via Meta-Regularization✓ Link91.34ProMetaR2024-04-01
Learning Domain Invariant Prompt for Vision-Language Models✓ Link91.29MetaPrompt2022-12-08
DePT: Decoupled Prompt Tuning✓ Link91.22DePT2023-09-14
Self-regulating Prompts: Foundational Model Adaptation without Forgetting✓ Link91.10PromptSRC2023-07-13
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models✓ Link91.1MMRL++2025-05-15
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling✓ Link91.09HPT++2024-08-27
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link91.03MMRL2025-03-11
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models✓ Link91.01HPT2023-12-11
Conditional Prompt Learning for Vision-Language Models✓ Link90.99CoCoOp2022-03-10
Read-only Prompt Optimization for Vision-Language Few-shot Learning✓ Link90.58RPO2023-08-29
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