Semantic Segmentation on Cityscapes and IDDA (test) benchmark leaderboard · SOTA2 Research

Semantic Segmentation on Cityscapes and IDDA (test)

64.22mIoU (Country Seen)FedSAM

Evaluation Results

Method	Links
FedSAM2022.03		64.22	49.74	64.81	30	44.58
FedAvg + SWA2022.03		63.91	43.28	63.24	47.72	45.64
FedAvg2022.03		63.31	48.6	65.16	27.38	43.61
FedASAM2022.03		62.74	48.73	64.74	31.32	45.86
FedSAM + SWA2022.03		62.26	46.26	63.69	48.4	45.29
FedASAM + SWA2022.03		60.78	44.23	63.18	51.76	45.69
SiloBN + SAM2022.03		46.88	33.71	48.22	40.08	49.1
SiloBN + ASAM2022.03		46.57	35.22	48.33	40.76	49.75
SiloBN2022.03		45.86	32.77	48.09	39.67	45.96
FedASAM + SWA2022.03		45.23	39.72	42.09	45.4	43.02
FedSAM + SWA2022.03		44.26	40.45	38.15	45.25	43.42
FedASAM2022.03		43.67	36.11	41.68	30.07	42.27
FedSAM2022.03		43.28	37.83	39.65	29.27	41.22
FedAvg2022.03		42.06	36.04	39.5	24.59	38.65
FedAvg + SWA2022.03		37.16	37.48	37.06	42.33	42.48