Benchmark - Colour [normal]		result by		chaththa85's ImprvGMRF (1)

set \ criterion	CS	OS	US	ME	NE	O	C	CA	CO	CC	I	II	EA	MS	RM	CI	GCE	LCE	BCE	GBCE	BGM	SC	SSC	VD	L	AVI	NVI	NMI	M	ARI	JC	DC	FMI	WI	WII	NBDE
#3 - all	0.00	34.34	60.96	0.00	0.00	52.27	44.23	37.23	53.00	56.94	47.00	23.63	50.20	29.50	18.18	52.52	25.83	12.07	51.94	38.19	53.00	51.08	48.12	26.37	64.46	8.16	46.34	49.93	29.10	39.90	46.05	63.06	63.75	55.00	73.89	12.10
#4 - all	94.07	0.00	0.00	0.00	0.00	5.31	5.74	89.13	94.07	94.35	5.93	1.63	94.12	91.11	1.65	94.16	10.74	8.31	13.41	10.97	94.07	88.98	89.13	5.93	93.44	3.82	17.21	82.48	5.35	86.18	81.50	89.81	89.81	90.73	88.90	5.19
#5 - all	96.90	0.00	0.00	0.00	0.00	4.73	1.46	94.22	96.90	97.13	3.10	0.80	96.95	95.36	0.93	96.99	5.68	4.06	7.55	5.93	96.90	94.05	94.22	3.10	95.93	2.28	8.83	90.42	2.39	93.70	91.01	95.30	95.30	95.56	95.03	1.76
#6 - all	51.43	27.24	19.80	14.40	22.21	13.85	41.66	64.80	75.02	78.21	24.98	2.77	74.65	62.53	6.11	75.62	23.24	10.12	39.04	25.92	75.02	65.09	69.58	17.30	74.77	7.11	24.77	72.53	11.10	68.45	60.72	75.56	75.82	82.42	69.75	10.04
#7 - all	55.43	0.00	0.00	41.10	39.89	25.62	19.02	71.38	80.46	80.03	19.54	2.78	79.91	70.70	2.21	80.07	25.34	21.56	30.99	27.21	80.46	72.07	72.35	17.14	71.61	8.39	26.88	71.28	7.52	73.84	64.47	78.40	78.40	78.09	78.70	5.15
#8 - all	56.22	17.18	21.99	15.83	17.47	6.03	8.66	71.56	80.43	83.72	19.57	2.54	80.56	70.65	3.42	81.31	21.60	13.04	30.30	21.74	80.43	74.60	72.85	13.89	79.89	7.10	21.30	77.81	6.56	73.72	63.35	77.56	77.56	76.90	78.24	3.50
#9 - all	35.40	26.46	0.00	33.26	35.26	38.58	56.67	54.22	62.36	75.59	37.64	2.50	64.88	43.54	6.92	66.83	29.01	22.12	47.36	40.47	62.36	55.16	56.75	26.20	55.69	11.57	32.84	63.83	10.92	58.70	48.16	65.01	65.66	75.56	57.05	8.76
#10 - all	30.67	17.47	0.00	48.75	47.37	25.49	21.87	57.63	69.63	73.59	30.37	2.90	68.95	54.44	3.93	70.25	31.05	20.23	43.71	32.88	69.63	60.99	60.10	23.26	69.04	9.99	27.07	71.92	7.91	61.38	49.09	65.85	65.86	64.64	67.10	4.07
#11 - all	42.51	18.58	8.82	22.28	22.57	14.68	20.89	60.20	71.58	73.85	28.42	2.68	70.66	57.37	3.61	71.67	29.43	19.37	39.86	29.80	71.58	64.21	63.85	20.27	74.75	9.49	24.70	74.07	7.49	62.14	49.65	66.35	66.38	68.21	64.59	4.73
#12 - all	0.00	37.67	0.00	60.89	60.35	59.84	65.84	31.59	44.26	59.59	55.74	3.72	44.89	16.39	6.89	48.24	41.49	25.07	66.33	49.91	44.26	37.73	37.34	36.98	46.65	14.22	35.71	61.33	12.29	40.46	31.04	47.37	47.50	51.03	44.21	7.88
#6 - bark	75.00	0.00	15.22	0.00	3.04	14.07	5.79	78.53	85.70	86.71	14.30	2.24	85.37	78.55	3.69	85.78	17.38	12.93	24.12	19.68	85.70	78.51	79.64	12.04	80.01	5.93	20.63	77.14	6.94	79.79	72.76	84.23	84.24	83.91	84.56	4.31
#6 - flowers	23.93	0.00	0.00	73.61	75.52	31.84	41.13	53.83	66.23	71.23	33.77	5.02	66.14	49.34	7.19	67.41	40.06	31.38	50.73	42.05	66.23	55.10	54.23	29.52	58.95	13.38	46.59	50.58	15.48	51.49	44.04	61.15	61.19	63.46	58.99	7.83
#6 - glass	70.33	0.00	19.78	0.00	2.31	14.07	10.71	72.86	83.22	81.52	16.78	3.73	81.33	74.83	3.80	81.82	17.85	14.93	27.34	24.43	83.22	76.07	75.35	13.15	81.32	6.84	23.83	73.83	8.80	73.83	65.86	79.42	79.47	76.52	82.54	5.60
#6 - man-made	24.09	23.58	41.20	0.00	3.35	31.11	46.55	52.01	63.60	70.77	36.40	5.06	63.69	45.40	7.96	65.39	30.70	15.87	48.57	33.73	63.60	55.48	57.69	23.58	65.99	9.39	32.68	64.98	14.02	56.75	48.75	65.55	65.55	65.64	65.46	10.09
#6 - nature	24.06	53.03	0.00	15.53	21.70	31.42	31.35	58.48	63.65	86.44	36.35	3.11	70.76	45.47	12.91	72.85	18.25	12.12	48.13	42.00	63.65	54.37	59.79	23.21	64.38	9.20	32.02	61.10	22.78	47.93	45.34	62.39	65.15	87.61	48.44	10.91
#6 - plants	27.48	0.00	0.00	70.42	64.99	17.44	47.61	39.30	57.53	56.33	42.47	7.89	51.46	36.29	11.30	53.81	39.96	36.02	53.93	49.99	57.53	49.16	46.23	33.98	62.91	13.36	46.51	50.53	18.93	40.11	35.00	51.85	51.92	49.21	54.79	11.33
#6 - rock	76.94	0.00	15.21	0.00	3.88	5.63	8.40	80.80	87.69	87.60	12.31	1.66	87.08	81.53	2.89	87.36	14.31	10.29	21.08	17.06	87.69	81.62	82.29	9.92	83.45	5.16	17.98	81.06	5.47	82.41	75.13	85.80	85.81	86.84	84.78	4.04
#6 - stone	32.09	45.67	0.00	19.41	19.34	38.67	45.96	54.34	60.70	85.01	39.30	2.75	65.91	41.04	13.41	69.20	17.25	10.54	47.18	40.47	60.70	55.80	56.06	22.94	57.01	8.73	30.39	63.99	18.94	53.70	48.94	65.72	67.79	87.07	52.78	12.73
#6 - textile	81.42	0.00	0.00	13.25	14.04	6.26	8.21	83.78	89.81	89.27	10.19	1.60	89.38	84.71	1.35	89.46	14.23	11.93	17.87	15.57	89.81	84.46	83.97	9.05	80.26	5.30	18.47	79.97	5.01	84.86	78.62	88.03	88.03	88.82	87.26	3.07
#6 - wood	82.35	0.00	13.40	0.00	1.88	4.36	5.55	88.90	93.17	92.82	6.83	0.80	92.67	89.76	1.79	92.83	8.01	5.99	12.49	10.48	93.17	89.65	89.28	5.54	83.48	3.41	11.88	86.38	2.83	92.25	88.87	94.11	94.11	94.42	93.80	2.18
mean	49.02	15.06	10.82	21.44	22.76	22.06	26.87	64.74	73.95	79.03	26.05	3.99	73.98	60.92	6.01	75.18	23.07	15.90	36.10	28.92	73.95	67.21	67.44	18.67	72.20	8.14	27.33	70.26	10.99	66.08	59.42	73.13	73.46	76.08	71.54	6.76

criterion	Graph
correct
over
under
missed
noise
F-measure

image	Texture mosaic (undegraded)	Ground truth	Segmentation
#3 - all
#4 - all
#5 - all
#6 - all
#7 - all
#8 - all
#9 - all
#10 - all
#11 - all
#12 - all
#6 - bark
#6 - flowers
#6 - glass
#6 - man-made
#6 - nature
#6 - plants
#6 - rock
#6 - stone
#6 - textile
#6 - wood