2D Classification on MP100

Metric: Mean PCK@0.2 - 1shot (higher is better)

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#	Model↕	Mean PCK@0.2 - 1shot▼	Augmentations	Paper	Date↕	Code
1	CapeLLM	92.6	No	CapeLLM: Support-Free Category-Agnostic Pose Est...	2024-11-11	-
2	POMNet	79.7	No	Pose for Everything: Towards Category-Agnostic P...	2022-07-21	Code
3	Finetune	63.58	No	Revisiting Fine-tuning for Few-shot Learning	2019-10-01	-
4	MAML	61.5	No	Model-Agnostic Meta-Learning for Fast Adaptation...	2017-03-09	Code
5	ProtoNet	44.78	No	Prototypical Networks for Few-shot Learning	2017-03-15	Code

#1CapeLLMSOTA
92.6
Mean PCK@0.2 - 1shot· 2024-11-11
CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models
#2POMNetSOTA
79.7
Mean PCK@0.2 - 1shot· 2022-07-21
Pose for Everything: Towards Category-Agnostic Pose Estimation Code
#3FinetuneSOTA
63.58
Mean PCK@0.2 - 1shot· 2019-10-01
Revisiting Fine-tuning for Few-shot Learning
#4MAMLSOTA
61.5
Mean PCK@0.2 - 1shot· 2017-03-09
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Code
#5ProtoNet
44.78
Mean PCK@0.2 - 1shot· 2017-03-15
Prototypical Networks for Few-shot Learning Code