Single-Source Domain Generalization 벤치마크

Single-Source Domain Generalization on Digits-five

21개 결과 · ⬇ CSV · JSON

Accuracy

Rank	Model	Accuracy	Paper	Code	Year
1	Crafting-Shifts(LeNet)	82.61	Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization	nikosefth/crafting-shifts	2024
2	ProRandConv (LeNet)	81.35	Progressive Random Convolutions for Single Domain Generalization		2023
3	CADA (LeNet)	80.56	Center-aware Adversarial Augmentation for Single Domain Generalization		2023
4	MCL (LeNet)	78.82	Meta-causal Learning for Single Domain Generalization		2023
5	MetaCNN (LeNet)	78.76	Meta Convolutional Neural Networks for Single Domain Generalization		2022
6	ABA (LeNet)	76.72	Adversarial Bayesian Augmentation for Single-Source Domain Generalization	shengcheng/aba	2023
7	L2D (LeNet)	74.46	Learning to Diversify for Single Domain Generalization	busername/learning_to_diversify	2021
8	Crafting-Shifts(LeNet)	82.61	Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization	nikosefth/crafting-shifts	2024
9	ProRandConv (LeNet)	81.35	Progressive Random Convolutions for Single Domain Generalization		2023
10	CADA (LeNet)	80.56	Center-aware Adversarial Augmentation for Single Domain Generalization		2023
11	MCL (LeNet)	78.82	Meta-causal Learning for Single Domain Generalization		2023
12	MetaCNN (LeNet)	78.76	Meta Convolutional Neural Networks for Single Domain Generalization		2022
13	ABA (LeNet)	76.72	Adversarial Bayesian Augmentation for Single-Source Domain Generalization	shengcheng/aba	2023
14	L2D (LeNet)	74.46	Learning to Diversify for Single Domain Generalization	busername/learning_to_diversify	2021
15	Crafting-Shifts(LeNet)	82.61	Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization	nikosefth/crafting-shifts	2024
16	ProRandConv (LeNet)	81.35	Progressive Random Convolutions for Single Domain Generalization		2023
17	CADA (LeNet)	80.56	Center-aware Adversarial Augmentation for Single Domain Generalization		2023
18	MCL (LeNet)	78.82	Meta-causal Learning for Single Domain Generalization		2023
19	MetaCNN (LeNet)	78.76	Meta Convolutional Neural Networks for Single Domain Generalization		2022
20	ABA (LeNet)	76.72	Adversarial Bayesian Augmentation for Single-Source Domain Generalization	shengcheng/aba	2023