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Referring Remote Sensing Image Segmentation on RefSegRS (test)

88.51Pr@0.5

S4ECA-L

Updated 26d ago

Evaluation Results

Method
S4ECA-L 2026.06	88.51	-	72.9	-	25.12	82.35	77.64
RSRefSeg2 2026.06	88.22	-	73.97	-	34.4	81.24	77.39
S4ECA-B 2026.06	85.27	-	69.83	-	20.79	80.59	75.1
RS2-SAM2 2026.06	84.31	-	70.89	-	21.19	80.87	73.9
HTVG 2026.06	83.6	-	63.02	-	7.26	80.12	68.81
ICIPNet 2026.05	82.39	73.77	57.47	22.84	4.64	76.55	66.08
RSRefSeg 2026.06	81.14	-	65.77	-	16.06	79.69	68.71
DETRIS 2026.06	79.79	-	61.89	-	17.34	77.31	68.14
RemoteSAM 2026.05	79.2	67.2	43.53	17.45	3.14	74.77	62.9
MAFN 2026.05	78.32	67.42	42.93	16.73	3.03	74.26	62.36
FIANet 2026.05	78.22	68.17	40.22	18.98	3.08	74.94	62.89
SBANet 2026.06	77.02	-	44.15	-	8.97	79.86	62.73
FIANet 2026.06	76.73	-	42.85	-	8.41	78.04	61.77
CroBIM-U 2026.01	76.68	62.54	34.81	13.5	326	73.81	60.08
CroBIM-U 2026.06	76.68	-	34.81	-	3.26	73.81	60.08
DANet 2026.06	76.61	-	42.72	-	8.04	79.53	62.14
CroBIM 2026.01	75.89	61.42	34.07	12.99	275	72.33	59.77
RMSIN 2026.05	75.45	63.73	38.14	14.14	2.97	74.64	60.23
LGCE 2026.06	73.75	-	39.46	-	5.45	76.81	59.96
RMSIN 2026.06	72.26	-	39.37	-	5.38	76.29	59.63
CARIS 2026.06	71.82	-	33.67	-	5.03	76.62	58.3
LAVT 2026.06	71.44	-	32.14	-	4.51	76.46	57.74
CroBIM 2026.01	64.83	44.41	17.28	9.69	220	72.3	52.69
RIS-DMMI 2026.01	63.89	44.3	19.81	6.49	100	68.58	52.15
BarLeRIa 2026.06	62.5	-	30.41	-	3.71	70.45	55.02
Aurora 2026.06	59.96	-	27.5	-	2.31	72.25	53.59
LAVT 2026.01	51.84	30.27	17.34	9.52	209	71.86	47.4
CMPC+ 2026.06	51.27	-	29.54	-	3.27	68.23	54.21
robust-ref-seg 2026.01	50.25	28.01	17.83	9.19	248	71.13	47.12
LGCE 2026.01	50.19	28.62	17.17	9.36	215	71.59	46.57
CARIS 2026.01	45.4	27.19	15.08	7.87	198	69.74	42.66
ETRIS 2026.06	45.11	-	24.22	-	1.02	68.71	45.87
RMSIN 2026.01	42.32	25.87	14.2	6.77	127	68.31	42.63
CrossVLT 2026.01	41.94	25.43	15.19	3.71	176	69.73	42.81
BKINet 2026.01	36.12	20.62	15.22	6.26	133	63.37	40.41
ETRIS 2026.01	35.77	23	13.98	6.44	110	65.96	43.11
CRIS 2026.01	35.77	24.11	14.36	6.38	121	65.87	43.26
LSCM 2026.01	31.54	20.41	9.51	5.29	84	61.27	35.54
RRN 2026.06	31.21	-	15.3	-	1.1	66.12	43.34
RRN 2026.01	30.26	23.01	14.87	7.17	98	65.06	41.88
MAttNet 2026.01	28.79	22.51	11.32	3.62	79	64.28	33.42
CMSA 2026.06	28.07	-	12.71	-	0.83	64.53	41.47
CMPC 2026.06	26.57	-	11.26	-	0.88	61.25	33.57
CMSA 2026.01	26.14	18.52	10.66	4.71	69	62.11	38.72
BRINet 2026.01	20.72	14.26	9.87	2.98	114	58.22	31.51