Prompt Engineering on UCF101

Metric: Harmonic mean (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

#	Model↕	Harmonic mean▼	Extra Data	Paper	Date↕	Code
1	PromptKD	86.1	No	PromptKD: Unsupervised Prompt Distillation for V...	2024-03-05	Code
2	MMRL	83.89	No	MMRL: Multi-Modal Representation Learning for Vi...	2025-03-11	Code
3	HPT++	83.81	No	HPT++: Hierarchically Prompting Vision-Language ...	2024-08-27	Code
4	MMRL++	83.81	No	MMRL++: Parameter-Efficient and Interaction-Awar...	2025-05-15	Code
5	ProMetaR	83.25	No	Prompt Learning via Meta-Regularization	2024-04-01	Code
6	HPT	83.16	No	Learning Hierarchical Prompt with Structured Lin...	2023-12-11	Code
7	CoPrompt	83.07	No	Consistency-guided Prompt Learning for Vision-La...	2023-06-01	Code
8	PromptSRC	82.74	No	Self-regulating Prompts: Foundational Model Adap...	2023-07-13	Code
9	DePT	82.46	No	DePT: Decoupled Prompt Tuning	2023-09-14	Code
10	MetaPrompt	81.35	No	Learning Domain Invariant Prompt for Vision-Lang...	2022-12-08	Code
11	MaPLe	80.82	No	MaPLe: Multi-modal Prompt Learning	2022-10-06	Code
12	RPO	79.34	No	Read-only Prompt Optimization for Vision-Languag...	2023-08-29	Code
13	CoCoOp	77.64	No	Conditional Prompt Learning for Vision-Language ...	2022-03-10	Code
14	CLIP	73.85	No	Learning Transferable Visual Models From Natural...	2021-02-26	Code