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Papers Benchmarks Datasets Tasks

Super-Resolution research benchmarks – Page 18 · SOTA2 Research

Super-Resolution

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tanks & Temples 480x270 to 1920x1080 4 views (Full)

25.3PSNR

6

Feb 26, 2026

Tanks & Temples 240x135 to 960x540 4 views (Full)

26.63PSNR

6

Feb 26, 2026

Real Root Dataset (test)

44.5BRISQUE

6

Feb 26, 2026

95.19FSIM

6

Feb 26, 2026

0.986FSIM

6

Feb 26, 2026

0.984FSIM

6

Feb 26, 2026

0.095LPIPS

6

Feb 26, 2026

0.148LPIPS

6

Feb 26, 2026

Urban100 23 (average)

30.54PSNR

6

Feb 26, 2026

TECNICK 2 (average)

37.32PSNR

6

Feb 26, 2026

ML-CrAIST (Ours)

0.117LPIPS

6

Feb 26, 2026

DIV2K CW attack (val)

26.66PSNR

6

Feb 26, 2026

DIV2K PGD attack (val)

25.09PSNR

6

Feb 26, 2026

DIV2K BIM attack (val)

24.28PSNR

6

Feb 26, 2026

DIV2K FGSM attack (val)

25.55PSNR

6

Feb 26, 2026

28.501PSNR

6

Feb 26, 2026

Nocaps 16x (test)

78.42LR PSNR (dB)

6

Feb 26, 2026

Nocaps 8x (test)

72.94PSNR (dB)

6

Feb 26, 2026

Faces 16x (test)

80.91PSNR (dB)

6

Feb 26, 2026

Faces 8x (test)

75.4LR PSNR (dB)

6

Feb 26, 2026

BSD100 160x240 to 320x480 (test)

32.33PSNR

6

Feb 26, 2026

35.58PSNR

6

Feb 26, 2026

Cityscapes-BSR (Group 5)

35.6PSNR

6

Feb 26, 2026

Cityscapes-BSR (Group 4)

35.6PSNR

6

Feb 26, 2026

Cityscapes-BSR (Group 3)

35.5PSNR

6

Feb 26, 2026

Page 18 of 25

Popular datasets

Set14 DIV2K Urban100 FFHQ Set5

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