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Scene Graph Classification on VG150 (test)

28.01mR@50

BGNN

Updated 3d ago

Evaluation Results

Method
BGNN 2022.03	28.01	-	-	-	20.1	33.65
PCPL 2022.03	26.8	-	-	-	-	32.8
BGNN 2022.03	25.29	-	-	-	17.96	30.98
SHA + GCL 2022.03	23	-	-	-	19.6	24.3
VCTree + GCL 2022.03	22.5	-	-	-	19.5	23.5
Motifs + GCL 2022.03	20.8	-	-	-	18	21.8
G-RCNN 2022.03	20.77	-	-	-	13.83	26.23
Motifs 2022.03	20.73	-	-	-	13.59	26.08
BGNN 2022.03	20.38	-	-	-	15.8	21.87
G-RCNN 2022.03	20.11	-	-	-	13.66	24.71
Motifs 2022.03	19.76	-	-	-	12.9	25.54
VCTree-DLFE 2021.07	18.9	29.7	33.5	34.6	15.8	20
VCTree + DLFE 2022.03	18.9	-	-	-	15.8	-
VCTree + CogTree 2022.03	18.8	-	-	-	15.4	19.9
PCPL 2022.03	18.6	-	-	-	-	19.6
PCPL+ 2022.03	18.6	-	-	-	-	19.6
SG-CogTree 2022.03	15.7	-	-	-	13	16.7
BGNN 2022.03	15.58	-	-	-	13.24	16.58
MOTIFS-DLFE 2021.07	15.2	29	32.3	33.1	12.8	15.9
VCTree-TDE 2021.07	15.2	21.7	28.8	32	11.2	17.5
VCTree-PCPL 2021.07	15.2	36.5	40.6	41.7	12.7	16.1
Motifs + DLFE 2022.03	15.2	-	-	-	12.8	15.9
Motifs + CogTree 2022.03	14.9	-	-	-	12.1	16.1
VCTree-STL 2021.07	14.6	40.6	45.7	46.9	10.5	16.6
BGNN 2022.03	14.3	-	-	-	-	16.5
MOTIFS-TDE 2021.07	13.1	21.4	27.1	29.5	9.9	14.9
Motifs + TDE 2022.03	13.1	-	-	-	9.8	14.9
MOTIFS-STL 2021.07	12.8	35.4	39.9	40.9	8.5	14.1
GB-Net-B 2021.07	12.7	-	37.3	38	-	13.4
VCTree-Reweight 2021.07	12.5	38	42.3	43.5	10.6	13.1
VCTree + Reweight 2022.03	12.5	-	-	-	10.6	13.1
VCTree + EBM 2022.03	12.5	-	-	-	10.4	13.5
VCTree-L2+uKD 2021.07	12.4	40.9	44.7	45.6	9.9	13.4
VCTree-L2+cKD 2021.07	12.4	41.4	45.2	46.1	9.7	13.1
VCTree + TDE 2022.03	12.2	-	-	-	8.9	14
MOTIFS-PCPL 2021.07	12	31.9	35.3	36.1	9.9	12.7
GPS-Net 2021.07	11.8	36.1	39.2	40.1	10	12.6
GPS-Net 2022.03	11.8	-	-	-	10	12.6
VCTree 2022.03	11.8	-	-	-	9.6	12.5
VCTree 2021.07	11.3	42.1	45.8	46.8	9.1	12
MOTIFS-Reweight 2021.07	11.2	24.2	29.5	31.5	9.5	11.7
Motifs + Reweight 2022.03	11.2	-	-	-	9.5	11.7
MOTIFS-Resample 2021.07	11	34.5	37.9	38.8	9.1	11.8
Part-Aware 2021.07	10.9	36.5	39.4	40.2	8.7	11.6
MOTIFS-L2+uKD 2021.07	10.9	35.1	38.5	39.3	8.6	11.8
SHA 2022.03	10.9	-	-	-	8.7	11.6
MOTIFS-L2+cKD 2021.07	10.7	35.6	38.9	39.8	8.7	11.4
Motifs + EBM 2022.03	10.2	-	-	-	8.2	11
G-RCNN 2022.03	10.11	-	-	-	8.62	10.8
VCTree 2021.07	10.1	35.2	38.1	38.8	8.2	10.8
Motifs 2022.03	9.89	-	-	-	8.5	10.41
G-RCNN 2022.03	9.67	-	-	-	8.35	10.17
KERN 2021.07	9.4	-	36.7	37.4	-	10
KERN 2022.03	9.4	-	-	-	-	10
Motifs 2022.03	9.39	-	-	-	7.9	9.97
IMP 2022.03	9.3	-	-	-	-	9.6
MOTIFS 2021.07	8.9	36.4	39.5	40.3	7.2	9.4
Motifs 2022.03	8.3	-	-	-	6.7	8.8
VTransE+ 2022.03	8.2	-	-	-	6.6	8.7
MOTIFS 2021.07	7.7	32.9	35.8	36.5	6.3	8.2
MOTIFS-Focal 2021.07	7.7	36	39.3	40.1	6.3	8.3
VCTree 2022.03	7.4	-	-	-	-	7.9
FREQ 2021.07	7.2	29.3	32.3	32.9	5.1	8.5
IMP+ 2021.07	5.8	31.7	34.6	35.4	-	6
IMP 2022.03	5.8	-	-	-	-	6
IMP+ 2022.03	5.8	-	-	-	-	6
UVTransE 2021.07	-	-	30.9	32.2	-	-
NODIS 2021.07	-	36	39.8	40.7	-	-
HCNet 2021.07	-	34.2	36.6	37.3	-	-
HOSE-Net 2021.07	-	-	36.3	37.4	-	-
DG-PGNN 2021.07	-	-	39.3	40.1	-	-