Generalized Few-shot Semantic Segmentation on PASCAL-5 i (val) benchmark leaderboard · SOTA2 Research

Generalized Few-shot Semantic Segmentation on PASCAL-5 i (val)

66.53Average Base mIoUBase Classifier

Evaluation Results

Method	Links
Base Classifier2022.10		66.53	67.42	—	66.08	—	64.93	—	67.7	—	—	—	—
CAPL2022.10		66.14	—	—	—	—	—	—	—	—	22.41	55.72	33.48
CAPL2022.10		65.48	—	—	—	—	—	—	—	—	18.85	54.38	29.16
Base Classifier2022.10		64.17	63.15	—	64.17	—	63.87	—	65.47	—	—	—	—
ACASTLE2022.10		63.28	62.98	51.75	63.26	47.61	64.04	41.07	62.82	36.28	44.18	58.5	52.03
ACASTLE2022.10		62.48	60.56	45.64	62.87	53.87	62.91	42.41	63.59	42.68	46.15	58.4	53.09
Prediction Calibration Network (PCN)2022.10		61.28	59.43	47.98	61.31	51.27	61.44	51.25	62.93	41.34	47.96	57.95	53.81
Prediction Calibration Network (PCN)2022.10		60.85	59.05	53.03	60.59	58.03	60.6	61.67	63.15	51.6	56.08	59.66	58.37
Prediction Calibration Network (PCN)2022.10		60.7	60.3	51.38	60.04	44.03	61.16	39.91	61.29	33.09	42.1	56.05	49.72
Prediction Calibration Network (PCN)2022.10		59.85	59.1	56.35	59.18	49.21	60.25	48.41	60.88	43.47	49.36	57.23	54.1
ACASTLE2022.10		58.84	59.46	34.82	55.12	37.64	59.69	40.45	61.09	32.08	36.25	53.19	44.86
ACASTLE2022.10		58.54	62.3	39.61	56.6	38.12	59.43	32.17	55.84	30.34	35.06	52.67	43.86
PFENet2022.10		57.72	58.24	13	59.14	9.99	54.87	6.08	58.61	5.13	8.55	45.42	14.89
PFENet2022.10		57.57	58.64	20.42	59.72	6	56.85	12.62	55.06	13.31	13.09	46.45	21.33
PFENet2022.10		57.54	57.81	13.38	58.96	9.8	54.72	6.17	58.68	5.01	8.59	45.3	14.95
PFENet2022.10		57.5	58.56	20.65	59.7	6.48	57.02	12.2	54.71	13.17	13.13	46.4	21.37
Normalized Score Fusion (NSF)2022.10		43.19	29.9	59.07	44.99	64.01	49.6	62.74	48.25	48.36	58.55	47.03	49.71
Normalized Score Fusion (NSF)2022.10		40.09	27.41	59.97	41.54	67.39	43.44	65.69	47.96	50.47	60.88	45.29	48.34
Normalized Score Fusion (NSF)2022.10		38.26	29.38	51.86	36.61	55.41	44.73	50.63	42.3	36.93	48.71	40.87	42.85
Normalized Score Fusion (NSF)2022.10		35.36	27.65	52.64	34.42	61.93	37.75	58.72	41.63	41.56	53.71	39.95	42.65
DENet2022.10		23.2	30.15	58.04	18.58	66.1	21.21	61	22.84	47.73	58.22	31.95	33.17
DENet2022.10		22.83	29.91	56.66	18.2	65.68	20.75	60.48	22.45	47.02	57.46	31.49	32.67