OpenCodePapers

prompt-engineering-on-ucf101

Prompt Engineering
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeHarmonic meanModelNameReleaseDate
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models✓ Link86.10PromptKD2024-03-05
MMRL: Multi-Modal Representation Learning for Vision-Language Models✓ Link83.89MMRL2025-03-11
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
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
Check out how to contribute new results.