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

#

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 27.315 20.747 16.914 0.949 0.908 0.871 0.101 0.182 0.261
Anonymous.
2 22.487 14.630 12.447 0.783 0.572 0.454 0.394 0.563 0.600
3d-u-300
3 21.733 14.426 12.930 0.758 0.538 0.442 0.425 0.593 0.619
3d-u-100
4 16.203 10.726 10.070 0.501 0.240 0.178 0.679 1.063 1.101
💡 Naive sum with batch_size=1024, invert_response=True and tonemap=True
5 16.885 11.637 10.859 0.508 0.222 0.117 0.727 1.108 1.163
💡 Naive sum with batch_size=512, invert_response=True and tonemap=True
6 17.292 11.340 10.439 0.516 0.215 0.119 0.779 1.181 1.227
💡 Naive sum with batch_size=256, invert_response=True and tonemap=True
7 17.093 9.560 9.235 0.520 0.212 0.153 0.818 1.240 1.284
💡 Naive sum with batch_size=128, invert_response=True and tonemap=True
8 16.365 7.792 7.351 0.519 0.230 0.194 0.852 1.295 1.352
💡 Naive sum with batch_size=64, invert_response=True and tonemap=True
9 13.572 7.439 7.189 0.486 0.285 0.226 0.939 1.304 1.345
💡 Naive sum with batch_size=16, invert_response=True and tonemap=True
10 15.110 7.576 7.260 0.507 0.265 0.223 0.890 1.308 1.351
💡 Naive sum with batch_size=32, invert_response=True and tonemap=True

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

Note: Submissions waiting for evaluation will not be shown here.

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