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SOTA
Image Matting
Image Matting On Composition 1K 1
Image Matting On Composition 1K 1
Metrics
Conn
Grad
MSE
SAD
Results
Performance results of various models on this benchmark
Columns
Model Name
Conn
Grad
MSE
SAD
Paper Title
Repository
PP-Matting
45.4
22.69
5.0
46.22
PP-Matting: High-Accuracy Natural Image Matting
-
ViTMatte
14.78
6.74
3.0
20.33
ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers
-
Context-Aware Matting
33.2
17.3
8.2
35.8
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation
-
DIM
50.8
31.0
14.0
-
Deep Image Matting
-
TMFNet
17.6
6.7
3.6
22.1
Trimap-guided Feature Mining and Fusion Network for Natural Image Matting
-
IndexNet-Matting
43.7
25.9
13.0
45.8
Indices Matter: Learning to Index for Deep Image Matting
-
FBAMatting
21.5
10.6
5.3
26.4
$F$, $B$, Alpha Matting
-
LSAMatting
21.5
9.25
5.4
25.9
Improving Deep Image Matting via Local Smoothness Assumption
-
AEMatter
12.46
4.76
2.26
17.53
Revisiting Context Aggregation for Image Matting
-
SIM
24.8
10.8
5.8
28.0
Semantic Image Matting
-
MatteFormer
18.9
8.7
4.0
23.8
MatteFormer: Transformer-Based Image Matting via Prior-Tokens
-
DiffMatte
11.42
5.13
2.26
17.15
Diffusion for Natural Image Matting
-
LFPNet
18.5
8.4
4.1
23.6
Long-Range Feature Propagating for Natural Image Matting
-
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