OpenCodePapers

prompt-engineering-on-ucf101

Transfer LearningPrompt Engineering
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PaperCodeHarmonic meanModelNameReleaseDate
Causality-guided Prompt Learning for Vision-language Models via Visual Granulation87.66CaPL2025-09-04
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link86.10PromptKD2024-03-05
ProCAP: Probabilistic Cross-Attentive Prompt Learning for Vision-Language Models✓ Link83.91ProCAP2026-09-24
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link83.89MMRL2025-03-11
GLAD: Generalizable Tuning for Vision-Language Models83.88GLAD2025-07-17
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling✓ Link83.81HPT++2024-08-27
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models✓ Link83.81MMRL++2025-05-15
RMAdapter: Reconstruction-based Multi-Modal Adapter for Vision-Language Models83.63RMAdapter2025-12-07
Gram-Anchored Prompt Learning for Vision-Language Models via Second-Order Statistics83.34GAPL2026-04-05
Prompt Learning via Meta-Regularization✓ Link83.25ProMetaR2024-04-01
Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models✓ Link83.16HPT2023-12-11
Consistency-guided Prompt Learning for Vision-Language Models✓ Link83.07CoPrompt2023-06-01
Self-regulating Prompts: Foundational Model Adaptation without Forgetting✓ Link82.74PromptSRC2023-07-13
DePT: Decoupled Prompt Tuning✓ Link82.46DePT2023-09-14
Learning Domain Invariant Prompt for Vision-Language Models✓ Link81.35MetaPrompt2022-12-08
MaPLe: Multi-modal Prompt Learning✓ Link80.82MaPLe2022-10-06
Read-only Prompt Optimization for Vision-Language Few-shot Learning✓ Link79.34RPO2023-08-29
Conditional Prompt Learning for Vision-Language Models✓ Link77.64CoCoOp2022-03-10
Learning Transferable Visual Models From Natural Language Supervision✓ Link73.85CLIP2021-02-26
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