Harvard
Benchmarks
TaskDatasetSOTA resultTrendResults
Harvard dataset (test)
31.38PSNR
21
Harvard-30k Glaucoma (test)
76.5Accuracy
17
Harvard DR 30k (test)
82.74Accuracy
17
Harvard-30k AMD (test)
76.45Accuracy
17
Harvard-30k (test)
78.55Accuracy
15
Harvard-30k (test)
81.42Accuracy
15
Harvard (test)
5.42Entropy (EN)
10
Harvard
20.24EI
10
Harvard dataset Composite degradation
0.635Q_MI
9
Harvard dataset Noise degradation
61.71Q_MI
9
Harvard (test)
44.62PSNR
9
Harvard (test)
47.994PSNR
8
Harvard σ = 0.20
28.45PSNR
7
Harvard σ = 0.10
30.51PSNR
7
Harvard Out-of-Distribution (x8) (test)
42.73PSNR
7
Harvard In-Distribution (x4) (test)
44.81PSNR
7
Harvard Out-of-Distribution (x32) (test)
37.34PSNR
6
Harvard Out-of-Distribution (x16) (test)
38.73PSNR
6
Harvard
38.24PSNR
6
Harvard x8 scale (test)
1,559.803MSE
6
Harvard x4 scale (test)
1,740.448MSE
6
Harvard x2 scale (test)
2,021.23MSE
6