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Boundary Detection on SBD

71.4mAP

CASENet

Updated 3d ago

Evaluation Results

Method
CASENet 2017.05	71.4	-	83.3	76	80.7	63.4	69.2	81.3	74.9	83.2	54.3	74.8	46.4	80.3	80.2	76.6	80.8	53.3	77.2	50.1	75.9	66.8
CASENet- 2017.05	70.7	-	83	74.7	79.6	61.5	67.7	80.7	74.1	82.8	53.3	75	44.5	79.8	80.4	76.2	80.2	53.2	77.3	47.7	75.6	66.3
Basic 2017.05	70.6	-	82.5	74.2	80.2	62.3	68	80.8	74.3	82.9	52.9	73.1	46.1	79.6	78.9	76	80.4	52.4	75.4	48.6	75.8	68
DSN 2017.05	70.3	-	81.6	75.6	78.4	61.3	67.6	82.3	74.6	82.6	52.4	71.9	45.9	79.2	78.3	76.2	80.1	51.9	74.9	48	76.5	66.8
HFL-CRF 2017.05	62.5	-	73.9	61.4	74.6	57.2	58.8	70.4	61.6	71.9	46.5	72.3	36.2	71.1	73	68.1	70.3	44.4	73.2	42.6	62.4	60.1
Basic-Softmax 2017.05	60.2	-	74	64.1	64.8	52.5	52.1	73.2	68.1	73.2	43.1	56.2	37.3	67.4	67.6	76.7	42.7	64.3	37.5	64.6	56.3	60.2
HFL-FC8 2017.05	58.7	-	71.6	59.6	68	54.1	57.2	68	58.8	69.3	43.3	65.8	33.3	67.9	67.5	62.2	69	43.8	68.5	33.9	57.7	54.8
CASENet 2017.05	56.8	-	72.5	61.5	63.8	54.5	52.3	65.4	62.6	67.2	42.6	51.8	31.4	62	61.9	62.8	75.4	41.7	59.8	35.8	59.7	50.7
Basic 2017.05	55.1	-	70	58.6	62.5	50.2	51.2	65.4	60.6	66.9	39.7	47.3	31	60.1	59.4	60.2	74.4	38	56	35.9	60	53.8
Basic-Softmax 2017.05	51.1	-	67.6	55.3	50.4	44.9	42.3	64.6	61	63.9	37.4	43.1	25.3	57.9	57.1	60	72	33	53.5	30.9	54.4	47.7
Det.+HED (cons. S&G ∩ BBs) 2015.11	47	52	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+SE (SBD) 2015.11	45	51	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+SE (MCG ∩ BBs) 2015.11	45	51	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+HED (SBD) 2015.11	45	49	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+SE (BSDS) 2015.11	44	51	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+HED (BSDS) 2015.11	44	49	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+HED (cons. MCG ∩ BBs) 2015.11	44	48	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+MCG (BSDS) 2015.11	42	50	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Det.+SE (SeSe ∩ BBs) 2015.11	42	48	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
HED (SBD) 2015.11	41	44	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
HED (cons. S&G ∩ BBs) 2015.11	39	44	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SB(SBD) 2015.11	37	43	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
HED(cons. MCG ∩ BBs) 2015.11	37	41	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SB (MCG ∩ BBs) 2015.11	35	42	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SB(SeSe ∩ BBs) 2015.11	34	40	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
SB(SBD) orig. 2015.11	32	39	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
HED(BSDS) 2015.11	32	38	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
InvDet 2017.05	27.9	-	41.5	46.7	15.6	17.1	36.5	42.6	40.3	22.7	18.9	26.9	12.5	18.2	35.4	29.4	48.2	13.9	26.9	11.1	21.9	31.4
Hariharan et al. 2015.11	21	28	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-