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Benchmarks
LVEF estimation on Short-term cardiac video
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3.58
MAE
Supervised
3.3924
4.6587
5.925
7.1913
Mar 12, 2024
MAE
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
Supervised
Label fraction=100%
2024.03
3.58
LTN
Label fraction=100%
2024.03
3.88
cSimCLR
Label fraction=100%
2024.03
3.89
CVRL
Label fraction=100%
2024.03
3.95
TVRL
Label fraction=100%
2024.03
4.03
cSimCLR-TE
Label fraction=100%
2024.03
4.05
cSimCLR-TE
Label fraction=1%
2024.03
4.62
Supervised
Label fraction=1%
2024.03
4.75
LTN
Label fraction=1%
2024.03
4.83
TVRL
Label fraction=1%
2024.03
4.86
cSimCLR
Label fraction=1%
2024.03
4.88
CVRL
Label fraction=1%
2024.03
5.14
VideoMAE
Label fraction=100%
2024.03
5.28
VideoMAE
Label fraction=1%
2024.03
6.89
R3D
Label fraction=100%, P...
2024.03
7.13
R3D
Label fraction=1%, Pre...
2024.03
8.27
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