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Fig 1.

Architecture of ChessFormer for de-raining.

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Fig 2.

Architecture of ChessFormer for de-raining.

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Table 1.

Image de-raining results.

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Table 2.

Comparison of the order of different modules.

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Table 3.

Ablation experiment of Transformer's Kernel size and Fusion Block.

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Fig 3.

Visual comparison of derained images obtained by six methods on R100H datasets [58].

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Fig 4.

Visual comparison of derained images obtained by six methods on R100L datasets (http://clim.inria.fr/DeepCIM/SUPPA/index.html).

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Table 4.

Performance comparison of derained images on INTERNET-DATA dataset.

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Fig 5.

Visual comparison of derained images obtained by six methods on Real World INTERNET-DATA datasets.

(https://www.firstpost.com/business/economy/monsoon-covers-half-way-mark-eases-drought-concerns-869971.html).

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Table 5.

Performance Comparison.

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Table 6.

Mean inference time.

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Table 7.

Calculate complexity contrast.

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Table 8.

The results of the ablation study.

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