Building Extraction on GF-7 (GaoFen-7) Building Dataset (test) benchmark leaderboard · SOTA2 Research

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