Video Instance Segmentation

Benchmarks

Dataset Name	SOTA Method	Metric
YouTube-VIS 2019 (val)	CAVIS	AP69.4	604	22d ago
YouTube-VIS 2021 (val)	CAVIS	AP65.3	356	22d ago
OVIS (val)	CAVIS	AP57.1	301	1mo ago
YouTube-VIS (val)	Propose-Reduce	AP47.6	118	1mo ago
YouTube-VIS 2019	ViLLa	AP67.6	75	1mo ago
YouTube-VIS 2021	TarVIS	AP60.2	66	17d ago
YTVIS 2019 (test val)	M2F	AP60.4	46	17d ago
YouTube-VIS 2022 (val)	DVIS	AP (long)44.9	34	1mo ago
DAVIS 480p 2017 (train-val)	SAMannot	Mean IoU0.9807	23	1mo ago
OVIS	DVIS-off	mAP49.9	23	1mo ago
HQ-YTVIS (test)	VMT	APB44.8	20	1mo ago
YTVIS 2021 (test val)	ViT-Adapter	PKR100	18	17d ago
YouTube-VIS long videos 2022 (val)	DVIS	AP45.9	15	1mo ago
OVIS 2021 (val)	IDOL	AP42.6	14	1mo ago
YouTube-VIS 2019 (test)	MinVIS	AP61.6	13	1mo ago
YouTube VIS 2021 (test)		mAP54.1	13	1mo ago
OVIS (test)	MinVIS	AP39.4	12	1mo ago
OVIS 1.0 (val)	GRAtt-VIS	AP36.2	11	1mo ago
YouTube-VIS (train val)	Mask R-CNN	AP5078.24	11	1mo ago
YouTube-VIS 2019 (Challenge)	UnOVOST	mAP46.7	9	1mo ago
OVIS 56 (val)	TarViS	AP43.2	8	1mo ago
AVISeg (test)	AVISM	FSLA42.78	7	1mo ago
LV-VIS	GLEE-Plus	AP30.3	7	1mo ago
YouTube-VIS (test)	MaskTrack R-CNN	AP0.323	7	1mo ago
LVOS subset (test)	SAMannot	Mean IoU95.85	6	1mo ago

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