Video Object Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
DAVIS 2017 (val)	ReVOS	J mean86	1,130	2d ago
DAVIS 2016 (val)	ISVOS	J Mean91.8	564	4d ago
YouTube-VOS 2018 (val)	ISVOS	J Score (Seen)86.1	493	4d ago
DAVIS 2017 (test-dev)	JIMD	Region J Mean80.3	237	3d ago
YouTube-VOS 2019 (val)	BATMAN	J-Score (Seen)89.3	231	4d ago
DAVIS 2017 (test)	XMem	J (Jaccard Index)82.9	107	4d ago
YouTube-VOS (val)	STM	J Score (Seen)79.7	81	4d ago
SA-V (val)	SAM3	J&F Score83.5	74	4d ago
SA-V (test)	SAM2.1Long	J&F81.2	70	4d ago
DAVIS	OnAVOS	J Mean85.7	58	4d ago
YouTube-Objects	STG-Net	mIoU84.1	50	3d ago
YouTube-VOS 2018	MIVOS	Score G92.4	47	3d ago
MOSE (val)	SAM 2 (Hiera-L)	J&F Score77.9	45	4d ago
DAVIS 2016	D2Conv3d	J-Measure85.5	44	4d ago
Davis 2017	XMem	Jaccard Index (J)84	42	4d ago
FBMS (test)	DPA	J-measure83.4	42	4d ago
LVOS v2 (val)	DeAOT	J&F92.6	41	4d ago
SegTrack v2 (test)	STV	J Mean78.1	40	4d ago
YoutubeObjects (val)	VideoMatch	mIoU79.7	35	3d ago
SegTrack v2	Dynapo	IoU (J)83.3	34	4d ago
DAVIS 2016 (test)	LucidTracker	mIoU86.6	29	3d ago
MOSE	SAM2.1Long	J&F Score75.2	29	4d ago
YouTube-Objects	Multi-Source Fusion and Automatic Predictor Selection network	J mean (Aero)89.4	28	4d ago
DAVIS (val)	DINO+LiFT	Mean J & F Score61.1	28	4d ago
LVOS	BadVSFM with BadNet	mIoU92	27	3d ago

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