Table 4 Model complexity of our LapCAT and eight state-of-the-art methods for image reflection on a 4K (3840\(\times\)2160) test image in terms of trainable parameters and runtime.

From: High-resolution image reflection removal by Laplacian-based component-aware transformer

Methods

RmNet12

ERRNet2

IBCLN14

LAS44

DMGN15

Zheng et al.22

GLSGN27

Restormer60

Ours

Params (M)

65.43

18.95

21.61

–

45.49

34.54

15.69

–

13.22

Runtime (s)

0.407

3.210

0.682

–

0.767

0.464

0.082

–

0.063

  1. The best results are in bold.
  2. ‘–’ denotes out of memory by a RTX 3090 GPU.
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