SOTA Scene Graph Classification benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
VG150 (test)	BGNN	mR@5028.01	66	1mo ago
Visual Genome (test)	KERN	Recall@10049	63	1mo ago
Visual Genome	MOTIFNET	R@5044.5	45	1mo ago
Action Genome (test)	VOST-SGG	Recall@1068.4	40	1mo ago
VG 50 (test)	VCTree	R@5039.3	25	1mo ago
Visual Genome (VG) Zero-Shot	TDE	R@503.4	19	1mo ago
Visual Genome (VG)	SQUAT	mR@10018.8	14	1mo ago
Visual Genome (VG) 150 object categories, 50 relationship categories (test)	GPS-Net	R@5042.3	13	1mo ago
Visual Genome v1.4 (test)	ResCAGCN	mR@500.119	12	1mo ago
VG150	PCPL	mR@5026.8	12	1mo ago
Visual Genome 1.0 (test)	ResCAGCN + PUM	Recall@10039	12	1mo ago
Visual Genome v1.2 (test)	MOTIFNET-LEFTRIGHT	Recall@5035.8	11	1mo ago
VG	VCTree	R@5044.15	10	1mo ago
Visual Genome 50 relationship categories (test)	GPS-Net	Mean Recall@5011.8	10	1mo ago
GQA	VCTree	R@5035.04	8	1mo ago
GQA200	SHA + GCL	mR@5020.6	8	1mo ago
Visual Genome (VG) V1 (test)	PE-Net	zs-R@505.37	7	1mo ago
VG 1800 (test)	Motif	Top-1 Accuracy0.1893	7	1mo ago
GQA (test)	VTransE	R@5030.2	6	1mo ago
Ego4D EASG 1.0	Baseline (Ours)	R@105,160	4	1mo ago
3DSSG	OCRL-3DSSG	Recall@2036.1	3	1mo ago

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