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Predicate Classification on Visual Genome 1.0 (test)

75.2R@100

Pixel2Graph

Updated 3d ago

Evaluation Results

Method	Links
Pixel2Graph 2018.08		75.2	68	-	-	-	-	-	-
MSDN 2017.07		71.01	67.03	-	-	-	-	-	-
ResCAGCN + PUM 2021.03		68.3	-	-	-	-	-	-	-
VCTREE-HL 2021.03		68.1	-	-	-	-	-	-	-
VCTREE-SL 2021.03		67.9	-	-	-	-	-	-	-
ResCAGCN 2021.03		67.9	-	-	-	-	-	-	-
KERN 2021.03		67.6	-	-	-	-	-	-	-
VCTREE-SL + PUM 2021.03		67.6	-	-	-	-	-	-	-
SMN + PUM 2021.03		67.5	-	-	-	-	-	-	-
KERN + PUM 2021.03		67.5	-	-	-	-	-	-	-
SMN 2021.03		67.1	-	-	-	-	-	-	-
MSDN 2018.08		66.4	63.1	-	-	-	-	-	-
ISGG 2017.07		62.74	58.17	-	-	-	-	-	-
FREQ 2021.03		62.2	-	-	-	-	-	-	-
IMP + PUM 2021.03		61.8	-	-	-	-	-	-	-
IMP 2021.03		61.3	-	-	-	-	-	-	-
Graph R-CNN 2018.08		59.1	54.2	-	-	-	-	-	-
MSDN† 2018.08		57.9	53.2	-	-	-	-	-	-
IMP 2018.08		53	44.8	-	-	-	-	-	-
NM-Freq† 2018.08		48.8	41.8	-	-	-	-	-	-
IMP† 2018.08		45.2	40.8	-	-	-	-	-	-
LP 2017.07		33.32	26.67	-	-	-	-	-	-
VTransE 2019.05		-	-	-	-	-	62.87	62.63	-
Yu's-S 2019.05		-	-	-	-	-	49.88	-	-
Yu's-S+T 2019.05		-	-	-	-	-	55.89	-	-
IMP 2019.05		-	-	-	-	-	53	44.8	-
Graph R-CNN 2019.05		-	-	-	-	-	59.1	54.2	-
NM 2019.05		-	-	14.39	13.2	10.25	67.1	65.2	58.5
Depth-VRD 2019.05		-	-	9.51	8.46	6.35	54.72	51.9	43.86
Depth-VRD 2019.05		-	-	15.65	13.09	8.56	64.82	60.54	49.89
Depth-VRD 2019.05		-	-	13.88	12.24	8.99	61.72	58.5	50.41
Depth-VRD 2019.05		-	-	5.19	4.66	3.57	49.07	46.13	37.48
Depth-VRD 2019.05		-	-	15.47	14.04	10.83	62.88	60.52	53.07
Depth-VRD 2019.05		-	-	15.76	14.4	11.07	63.06	60.83	53.55
Depth-VRD 2019.05		-	-	21.67	19.56	15.12	67.97	66.09	59.13
Depth-VRD 2019.05		-	-	19.16	17.72	13.93	67.94	66.06	59.14
Depth-VRD 2019.05		-	-	22.72	20.74	16.4	68	66.18	59.44