Video Matting

Benchmarks

Dataset Name	SOTA Method	Metric
V-HIM60 Hard	VideoMaMa	MAD1.306	29	5mo ago
YouTubeMatte 1920x1080 (test)	VideoMaMa	MAD0.934	20	5mo ago
VideoMatte	SAM2Matting	Inference Speed (FPS)40.46	18	29d ago
V-HIM60 Medium	SAM2Matting (SAM3)	Grad3.64	18	29d ago
VideoMatte 512 x 288 (test)	MatAnyone 2	MAD2.3	17	5mo ago
VideoMatte 1920 x 1080	MatAnyone	MAD1.99	13	5mo ago
VideoMatte 512 x 288	MatAnyone	MAD2.72	13	5mo ago
YouTubeMatte (test)	CineMatte	MAD1.779	10	2mo ago
VideoMatte240K (test)	CineMatte	MAD4.397	10	2mo ago
VideoMatte-SD	SAM2Matting (SAM3)	MAD4.44	9	29d ago
V-HIM60 Hard	SAM2Matting (SAM3)	MAD (Mean Absolute Difference)14.37	9	29d ago
VideoMatte 1920 x 1080 (test)	MatAnyone 2	MAD4.1	9	5mo ago
V-HIM60 Easy	MaGGIe	MAD10.12	9	5mo ago
VideoMatte	UniVid-Alpha	MAD4.24	8	2mo ago
YoutubeMatte 1920 x 1080 (test)	MatAnyone 2	MAD1.61	8	5mo ago
Real-world benchmark	MatAnyone	MAD0.19	8	5mo ago
CRGNN real-world (19 videos)	MatAnyone 2	MAD4.24	7	5mo ago
composited (test)	ST-FAM	SAD40.91	7	5mo ago
RVM Real-world Benchmark	MatAnyone	MAD0.14	6	5mo ago
VideoMatte240K (VM) 512x288 (test)	AdaM	MAD5.3	6	5mo ago
VideoMatte	SAM2Matting (SAM2.1-T)	VRAM (GB) (720p)3.08	5	29d ago
YouTubeMatte	VideoMaMa	MSE0.364	5	1mo ago
VideoMatte240K (VM) 1920x1080 (test)	AdaM	MAD4.42	5	5mo ago
YouTubeMatte 1920 x 1080 48	SAM2-Matte	MAD1.2695	4	5mo ago
V-HIM60 Hard 14	SAM2-Matte	MAD2.6112	4	5mo ago

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