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SOTA Video Matting benchmarks and papers with code | Wizwand
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Video Matting
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
V-HIM60 Hard
VideoMaMa
MAD
1.306
29
4d ago
YouTubeMatte 1920x1080 (test)
VideoMaMa
MAD
0.934
20
4d ago
VideoMatte 512 x 288 (test)
MatAnyone 2
MAD
2.3
17
4d ago
VideoMatte 1920 x 1080
MatAnyone
MAD
1.99
13
4d ago
VideoMatte 512 x 288
MatAnyone
MAD
2.72
13
4d ago
VideoMatte 1920 x 1080 (test)
MatAnyone 2
MAD
4.1
9
4d ago
V-HIM60 Medium
MGM*-TCVOM
MAD
13.76
9
4d ago
V-HIM60 Easy
MaGGIe
MAD
10.12
9
4d ago
YoutubeMatte 1920 x 1080 (test)
MatAnyone 2
MAD
1.61
8
4d ago
Real-world benchmark
MatAnyone
MAD
0.19
8
4d ago
CRGNN real-world (19 videos)
MatAnyone 2
MAD
4.24
7
4d ago
composited (test)
ST-FAM
SAD
40.91
7
4d ago
RVM Real-world Benchmark
MatAnyone
MAD
0.14
6
4d ago
VideoMatte240K (VM) 512x288 (test)
AdaM
MAD
5.3
6
4d ago
VideoMatte240K (VM) 1920x1080 (test)
AdaM
MAD
4.42
5
4d ago
YouTubeMatte 1920 x 1080 48
SAM2-Matte
MAD
1.2695
4
4d ago
V-HIM60 Hard 14
SAM2-Matte
MAD
2.6112
4
4d ago
V-HIM60 Medium 14
SAM2-Matte
MAD
2.271
4
4d ago
V-HIM60 Easy 14
SAM2-Matte
MAD
1.3446
4
4d ago
10 real world videos handheld 1.0 (test)
Background Matting
Much Better Count
65.7
4
4d ago
10 real world videos (handheld)
Background Matting
Preference Count: Much Better
65.7
4
4d ago
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