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ResearchFormerly WizWand

Building Extraction on GF-7 (GaoFen-7) Building Dataset (test)

57.66Chongqing IoUFedEU

Evaluation results

Method	Links
FedEU2026.03		57.66	95.51	61.09	93.53	61.28	92.52	65.23	92.38	53.57	90.38	61.15	93.8	55.32	91.26
FedProx2026.03		55.27	93.17	41.67	88.52	42.71	85.97	55.84	90.07	45.33	87.3	52.63	90.32	49.73	89.68
FedSeg2026.03		52.19	90.49	49.54	90	57.4	91.31	52.86	89.24	48.21	88.67	52.49	90.32	52.11	90.49
FedBN2026.03		52.14	92.16	47.08	89.43	53.28	89.09	54.93	89.77	49.31	88.38	52	90.45	51.46	89.88
FedTGP2026.03		52.03	92.09	47.83	89.66	49.21	87.04	56.67	90.33	51.22	89.03	55.77	91.02	52.29	90.72
Per-FedAvg2026.03		50.9	93.79	56.22	90.9	49.8	91.35	54.07	89.34	45.35	90.26	54.09	89.35	51.74	91.06
FedAvg2026.03		45.39	89.37	46.46	88.97	47	84.67	50.67	87.19	46.16	86.87	56.19	90.42	48.66	88.18