Node Classification on Twitch Gamers Balanced Cross-domain setting 12 clients 1:1:1:1:1:1 ratio benchmark leaderboard · SOTA2 Research

Node Classification on Twitch Gamers Balanced Cross-domain setting 12 clients 1:1:1:1:1:1 ratio

72.27Accuracy (ES)FGGP

Evaluation Results

Method	Links
FGGP2025.09		72.27	49.72	62.05	75.03	54.99	68.92	63.83	6.61
FedProx2025.09		70.81	51.44	60.07	73.34	53.28	68.73	62.95	5.73
MOON2025.09		70.48	38.95	62.23	76.57	46.05	66.41	60.11	2.89
FedDyn2025.09		69.81	53.35	61.28	69.84	56.12	68.82	63.2	5.98
FGSSL2025.09		68.27	48.64	60.29	69.41	54.03	68	61.44	4.22
FedProto2025.09		68.19	48.03	59.46	68.87	55.28	67.82	61.27	4.05
FGGP2025.09		67.98	65.72	56.85	66.18	56.12	69.07	63.65	6.43
FedDyn2025.09		67.51	38.86	59.45	70.83	49.31	63.65	58.27	1.05
FGSSL2025.09		67.4	38.84	59.04	69.01	49.63	62.17	57.68	0.48
FedProc2025.09		66.7	54.68	58.53	63.26	57.25	66.08	61.08	3.86
MOON2025.09		66.55	38.37	58.7	68.95	49.18	61.46	57.2	-0.02
FedProto2025.09		66.51	38.35	58.8	68.67	49.35	61.57	57.21	-0.01
FedAvg2025.09		66.46	38.38	58.84	68.74	49.36	61.57	57.22	—
FedProc2025.09		66.46	38.35	58.74	68.65	49.29	61.57	57.18	-0.04
FedProx2025.09		65.7	38.2	58.45	68.37	48.73	61.31	56.79	-0.43
FedAvg2025.09		64.77	55.9	58.72	65.41	58.66	60.85	60.72	3.5