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Motion Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
Hopkins 155 (all sequences)	Subset	Mean Clustering Error0.31	57	1mo ago
Hopkins 155 3-motion sequences	Subset	Mean Clustering Error (%)0.58	57	1mo ago
Hopkins 155 2-motion sequences	RCUR	Classification Error0.0017	36	1mo ago
Hopkins 12	Coreg	Avg Classification Error0.06	20	4mo ago
Hopkins Motions 155 scenes	Prog-X	Runtime (s)0.02	15	1mo ago
D-RE10K	WildRayZer	mIoU54.2	11	4mo ago
KT3DMoSeg		Avg Classification Error7.92	11	4mo ago
MTPV62 (All)		Classification Error0.65	11	4mo ago
MTPV62 (Hopkins (50 clips))		Classification Error0.65	11	4mo ago
EVIMO current instant original	Anticipatory Motion Suppression	pIoU (Boxes)72	10	1mo ago
MTPV62 (Missing Data (12 clips))		Classification Error0.3	10	4mo ago
MTPV62 Perspective (9 clips)	Subset	Classification Error0.002	10	4mo ago
Hopkins 155 3-motion sequences original (outlier-free)		Checker Mean Error2.57	9	1mo ago
Hopkins 155 2-motion sequences original (outlier-free)		Checker Mean Error1.5	9	1mo ago
FBMS59 (val)	COSNet	J-measure75.6	9	4mo ago
FBMS-59 (train)		F-Measure0.8018	8	4mo ago
Hopkins 155 Corrupted 30% outliers 3-motion	K-GASG21	Mean Error (Checker)14.92	6	1mo ago
Corrupted Hopkins 155 30% outliers 2-motion	K-GASG21	Checker Mean Error7.54	6	1mo ago
Hopkins155	SSIM	Mean Segmentation Accuracy0.9682	6	1mo ago
MoCA		J Index64.2	6	1mo ago
Indoor Dataset Bears sequence 1.0 (test)		Error Rate2.72	6	4mo ago
Indoor Dataset Bag sequence 1.0 (test)	MODE	Misclassification Error (%)1.52	6	4mo ago
Indoor Dataset Pencils sequence 1.0 (test)		Misclassification Error0.023	6	4mo ago
Indoor Dataset Flowers sequence 1.0 (test)	MODE	Error (%)1.23	6	4mo ago
Indoor Dataset Penguin sequence 1.0 (test)	MODE	Misclassification Error0.0076	6	4mo ago

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