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Scene Graph Classification on VG 50 (test)

39.3R@50

VCTree

Updated 1mo ago

Evaluation Results

Method	Links
VCTree 2022.03		39.3	40.2	8.9	9.5	14.5	15.4
Transformer 2022.03		38.1	39.2	9.9	10.5	15.7	16.6
Motif 2022.03		38	38.9	8.7	9.3	14.2	15
GPS-Net-Resampling 2022.03		37.5	38.6	11.7	12.5	17.8	18.9
BGNN 2022.03		37.4	38.5	14.3	16.5	20.7	23.1
GBNet 2022.03		37.3	38	12.7	13.4	18.9	19.8
GPS-Net 2022.03		36.9	38	8.2	8.7	13.4	14.2
KERN 2022.03		36.7	37.4	9.4	10	15	15.8
VCTree-DLFE 2022.03		33.5	34.6	18.9	20	24.2	25.3
VCTree-IETrans 2022.03		32.9	33.8	16.5	18.1	22	23.6
Transformer-IETrans 2022.03		32.6	33.5	17.4	19.1	22.7	24.3
Motif-IETrans 2022.03		32.5	33.4	18.9	20	24.2	25.3
Motif-DLFE 2022.03		32.3	33.1	15.2	15.9	20.7	21.5
GPS-Net-IETrans 2022.03		31.8	32.7	17	18.3	22.2	23.5
VCTree-IETrans+Rwt 2022.03		30	30.9	19.9	21.8	23.9	25.6
Transformer-IETrans+Rwt 2022.03		29.6	30.5	20.8	22.3	24.4	25.8
Motif-IETrans+Rwt 2022.03		29.4	30.2	21.5	22.8	24.8	26
GPS-Net-IETrans+Rwt 2022.03		29.3	30.3	19.8	21.6	23.6	25.2
Motif-TDE 2022.03		27.7	29.9	13.1	14.9	17.8	19.9
PCPL 2022.03		27.6	28.4	18.6	19.6	22.2	23.2
VCTree-CogTree 2022.03		27.6	29.7	18.8	19.9	23.4	24.5
VCTree-TDE 2022.03		25.4	28.7	12.2	14	16.5	18.6
Transformer-CogTree 2022.03		22.9	23.4	15.7	16.7	18.6	19.5
Motif-CogTree 2022.03		21.6	22.2	14.9	16.1	17.6	18.7
DT2-ACBS 2022.03		16.2	17.6	24.8	27.5	19.6	21.5