Image Classification on Office-Caltech10 (unseen clients) benchmark leaderboard · SOTA2 Research

Image Classification on Office-Caltech10 (unseen clients)

0.88Accuracy (C)WarmFed

Evaluation Results

Method	Links
WarmFed2025.03		0.88	0.917	0.969	0.983	0.937
Pre-IN1K2025.03		0.858	0.891	0.875	0.78	0.851
FGL2025.03		0.818	0.912	0.938	0.779	0.862
Centralized2025.03		0.72	0.938	0.938	0.983	0.847
FedBN2025.03		0.6071	0.7052	0.8	0.5517	0.666
FedBN2025.03		0.6071	0.7052	0.8	0.5517	0.666
FDSE2025.03		0.5714	0.7578	0.9333	0.7586	0.7552
FDSE2025.03		0.5714	0.7578	0.9333	0.7586	0.7552
FedSR2025.03		0.5625	0.7578	0.8666	0.6932	0.72
FedDG-GA2025.03		0.5535	0.7263	0.8666	0.6896	0.709
FedAvg2025.03		0.5178	0.7052	0.8	0.6551	0.6695
FedAvg2025.03		0.5178	0.7052	0.8	0.6561	0.6695
FedAvg2025.03		0.431	0.693	0.688	0.797	0.652
FDSE2025.03		0.4017	0.6842	0.8666	0.7241	0.6691