Single Photon Challenge

Sacha Jungerman1, Atul Ingle2, Sotiris Nousias3, Mian Wei4, Mel White5, Mohit Gupta1

1University of Wisconsin - Madison, 2Portland State University, 3Purdue University,
4Carnegie Mellon University, 5US Naval Research Lab

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Reconstruction Results

#
Name 

Mean
PSNR ↑

▼

5% Low
PSNR ↑

1% Low
PSNR ↑

Mean
MS-SSIM ↑

5% Low
MS-SSIM ↑

1% Low
MS-SSIM ↑

Mean
LPIPS ↓

5% Low
LPIPS ↓

1% Low
LPIPS ↓
1
Naivesum 256
17.292 9.939 9.924 0.516 0.070 0.068 0.779 0.331 0.334
💡 Naive sum with batch_size=256, invert_response=True and tonemap=True
2
Naivesum 128
17.093 9.085 9.077 0.520 0.145 0.144 0.818 0.376 0.377
💡 Naive sum with batch_size=128, invert_response=True and tonemap=True
3
Naivesum 512
16.885 10.405 10.375 0.508 0.068 0.067 0.727 0.375 0.379
💡 Naive sum with batch_size=512, invert_response=True and tonemap=True
4
Naivesum 64
16.365 7.283 7.283 0.519 0.141 0.137 0.852 0.480 0.480
💡 Naive sum with batch_size=64, invert_response=True and tonemap=True
5
Naivesum 1024
16.203 9.675 9.644 0.501 0.140 0.140 0.679 0.414 0.415
💡 Naive sum with batch_size=1024, invert_response=True and tonemap=True
6
Naivesum 32
15.110 7.079 7.066 0.507 0.157 0.152 0.890 0.576 0.581
💡 Naive sum with batch_size=32, invert_response=True and tonemap=True
7
Naivesum 16
13.572 6.997 6.993 0.486 0.171 0.167 0.939 0.612 0.614
💡 Naive sum with batch_size=16, invert_response=True and tonemap=True

Entries marked with 💡 have been submitted by the SPC team as baselines.

Tip: Select two rows to in order to compare them!