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Change Referring Segmentation on MTRefSeg-21K NS (val)

61.55mIoU

GSVA-7B

Updated 1d ago

Evaluation Results

Method	Links
GSVA-7B 2026.05		61.55	-	-	66.93	58.42	50.5	43.17	26.53
FIANet 2026.05		61.32	-	-	70.13	62.16	52.23	38.15	13.48
RMSIN 2026.05		60.1	-	-	68.67	60.75	51.53	37.04	12.93
GLAMM-7B 2026.05		60.08	-	-	64.16	57.43	50.3	40.4	25.94
GSVA-13B 2026.05		59.91	-	-	62.38	56.24	50.3	43.17	28.71
MTRefSeg-R1 2026.05		59.87	-	-	66.72	61.15	53.93	43.01	23.26
LISA-13B 2026.05		58.1	-	-	60	55.45	49.31	40.79	28.12
LGCE 2026.05		56.78	-	-	64.46	56.04	45.61	32.38	11.53
LAVT 2026.05		56.46	-	-	63.46	54.89	45.31	31.78	12.03
LISA-7B 2026.05		55.59	-	-	58.02	52.67	44.55	36.83	24.36
RefSegformer 2026.05		55.49	-	-	62.86	54.04	43.81	29.62	9.22
SegEarth-R1 2026.05		54.95	-	-	60.37	54.11	47.44	37.07	19.04
RSRefSeg 2026.05		50.02	-	-	54.59	46.72	37.84	26.82	14.34
UniChange 2026.05		41.51	-	-	41.39	35.84	27.72	19.6	10.89
CRIS-101 2026.05		35.81	-	-	36.39	26.77	14.69	5.41	0.65
CRIS-50 2026.05		35.24	-	-	35.04	25.81	14.99	6.72	1.3
GSVA-13B 2026.05		22.74	-	-	18.42	14.65	9.7	5.94	0.59
GeoPixel-7B 2026.05		17.47	-	-	10.18	6.37	3.61	1.9	0.55
GSVA-7B 2026.05		16.6	-	-	11.29	7.13	5.94	4.36	1.78
UniGeoSeg 2026.05		14.67	-	-	12.63	10.48	7.67	5.36	2.71
GeoPixel-7B 2026.05		12.64	-	-	6.42	3.86	1.85	0.85	0.2
GLAMM-7B 2026.05		10.07	-	-	7.92	5.15	2.97	1.19	0.99
SegEarth-R1 2026.05		5.77	-	-	2.81	2.01	1.1	0.8	0.3
LISA-7B 2026.05		4.88	-	-	1.78	0.79	0.4	0.2	0
LISA-13B 2026.05		2.58	-	-	0.99	0.59	0.4	0.4	0