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Image Matting On Composition 1K 1

Metrics

Conn
Grad
MSE
SAD

Results

Performance results of various models on this benchmark

Model Name
Conn
Grad
MSE
SAD
Paper TitleRepository
PP-Matting45.422.695.046.22PP-Matting: High-Accuracy Natural Image Matting-
ViTMatte14.786.743.020.33ViTMatte: Boosting Image Matting with Pretrained Plain Vision Transformers
Context-Aware Matting33.217.38.235.8Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation
DIM50.831.014.0-Deep Image Matting
TMFNet17.66.73.622.1Trimap-guided Feature Mining and Fusion Network for Natural Image Matting
IndexNet-Matting43.725.913.045.8Indices Matter: Learning to Index for Deep Image Matting
FBAMatting21.510.65.326.4$F$, $B$, Alpha Matting
LSAMatting21.59.255.425.9Improving Deep Image Matting via Local Smoothness Assumption
AEMatter12.464.762.2617.53Revisiting Context Aggregation for Image Matting
SIM24.810.85.828.0Semantic Image Matting
MatteFormer18.98.74.023.8MatteFormer: Transformer-Based Image Matting via Prior-Tokens
DiffMatte11.425.132.2617.15Diffusion for Natural Image Matting
LFPNet18.58.44.123.6Long-Range Feature Propagating for Natural Image Matting
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Image Matting On Composition 1K 1 | SOTA | HyperAI