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Matting on Distinction-646 (test)

15.43SADDiffMatte-ViTB
10.624843.059975.495107.9301Jan 18, 2022May 13, 2022Sep 5, 2022Dec 29, 2022Apr 23, 2023Aug 16, 2023Dec 10, 2023

Evaluation results

MethodLinks
DiffMatte-ViTBBackbone=ViT-B, DDIM time steps=102023.1215.434.216.9513.22
DiffMatte-ViTBBackbone=ViT-B, DDIM time steps=12023.1215.474.247.1813.2
ViTMatte-BBackbone=ViT-B2023.1216.224.517.5313.56
AEMatterTraining Dataset=Adobe Composition-1K2023.0416.951.818.2814.83
ViTMatte-BBackbone=ViT-B2023.0517.051.57.0312.95
DiffMatte-ViTSBackbone=ViT-S, DDIM time steps=102023.1218.915.811016.26
DiffMatte-ViTSBackbone=ViT-S, DDIM time steps=12023.1218.935.910.1716.28
ViTMatte-SBackbone=ViT-S2023.1220.576.1210.0616.97
ViTMatte-SBackbone=ViT-S2023.0521.222.18.7817.55
LFPNetTraining Dataset=Adobe Composition-1K2023.0422.363.4114.9220.5
SIMOfficial Model=true2022.0122.680.013720.1121.03
M7+AF=true, AFB=true, AC=true, Batch Size=64, Iterations=120k2022.0123.250.009711.0921
MatteformerTraining Dataset=Adobe Composition-1K2023.0423.63.1213.5621.56
M3+AF=true, Batch Size=64, Iterations=120k2022.0123.670.0111.321.37
N3AF=true, AFB=false, AC=false2022.0125.180.010813.4523.35
TransMatting2023.0525.653.416.0821.45
N3AF=false, AFB=false, AC=false2022.0125.860.010513.2524.11
N3AF=false, AFB=true, AC=true2022.0126.320.011914.424.56
N3AF=true, AFB=false, AC=true2022.0126.460.011714.1824.87
N3AF=true, AFB=true, AC=false2022.0127.020.012314.4425.34
GCA Matting2023.0527.434.818.721.86
A2UOfficial Model=true2022.0128.740.014317.4227.62
FBAOfficial Model=true2022.0130.70.01518.8929.65
GCAOfficial Model=true2022.01310.017121.1929.62
FBAMattingTraining Dataset=Adobe Composition-1K2023.0432.285.6625.5232.39
MGM2023.0533.244.520.3125.49
GCAMattingTraining Dataset=Adobe Composition-1K2023.0436.378.1932.3436
PP-Mattinginput_type=trimap-free2022.0440.690.00943.9140.56
TIMI-NetTraining Dataset=Adobe Composition-1K2023.0442.617.7545.0542.4
IndexNetOfficial Model=true2022.0142.640.025640.1742.76
IndexNetTraining Dataset=Adobe Composition-1K2023.0444.939.2341.344.86
CA+DAOfficial Model=true2022.0146.030.035655.4546.18
DIMinput_type=trimap-based2022.0447.560.00943.2955.9
DIM2023.0547.56943.2955.9
HAttMattinginput_type=trimap-free2022.0448.980.00941.5749.93
HAttMatting*2023.0548.98941.5749.93
CAOfficial Model=true2022.0149.070.0557114.7748.27
DIMTraining Dataset=Adobe Composition-1K2023.0463.8825.7753.2366.31
Info-Flowinput_type=trimap-based2022.0478.890.01658.7280.47
DCNNinput_type=trimap-based2022.04103.810.0282.4599.96
ClosedForminput_type=trimap-based2022.04105.730.02391.76114.55
KNN Mattinginput_type=trimap-based2022.04116.680.025103.15121.45
KNN2023.05116.6825103.15121.45
Share Mattinginput_type=trimap-based2022.04119.560.026129.61114.37
Global Mattinginput_type=trimap-based2022.04135.560.039119.53136.44