HyperAI超神经

首页资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

Image Matting On Composition 1K 1

评估指标

Conn

Grad

MSE

SAD

评测结果

各个模型在此基准测试上的表现结果

模型名称	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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Image Matting On Composition 1K 1 | SOTA | HyperAI超神经