Forward-Sensitivity-Weighted TV / results.json

Mechanism confirmed, baseline not beaten

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 1{
 2  "seed": 386,
 3  "n": 24,
 4  "noise_std": 0.017437839820667527,
 5  "mathcheck": {
 6    "max_column_norm_relative_error": 1.0363067456948629e-15,
 7    "max_finite_difference_relative_error": 7.543230515841715e-12,
 8    "sensitivity_min_max_ratio": 0.401558573700279,
 9    "weight_min_max": [
10      0.6599453752203478,
11      1.643459804157803
12    ]
13  },
14  "results": {
15    "no_tv": {
16      "psnr": 22.07084793817196,
17      "residual": 0.016649657167387196,
18      "tv": 0.0,
19      "high_mass_ratio": 1.010898835287096,
20      "high_centroid_abs": 0.019377208764943532,
21      "high_area_ratio": 0.896551724137931,
22      "low_mass_ratio": 1.0232117101877107,
23      "low_centroid_abs": 0.023500262119533488,
24      "low_area_ratio": 0.9354838709677419
25    },
26    "ordinary_tv": {
27      "psnr": 21.457295081046578,
28      "residual": 0.025527243140134614,
29      "tv": 0.07816391006977202,
30      "high_mass_ratio": 0.9997193864548598,
31      "high_centroid_abs": 0.020996965324851402,
32      "high_area_ratio": 0.8620689655172413,
33      "low_mass_ratio": 0.9857723279114461,
34      "low_centroid_abs": 0.0784353751885547,
35      "low_area_ratio": 0.967741935483871
36    },
37    "weighted_tv": {
38      "psnr": 21.654939642021684,
39      "residual": 0.023185167399591176,
40      "tv": 0.07408976758531836,
41      "high_mass_ratio": 1.0011553822754984,
42      "high_centroid_abs": 0.03771351042618676,
43      "high_area_ratio": 0.8620689655172413,
44      "low_mass_ratio": 0.9948739245018989,
45      "low_centroid_abs": 0.07799753544896504,
46      "low_area_ratio": 0.967741935483871
47    }
48  },
49  "sweep_best_psnr": {
50    "ordinary": {
51      "method": "ordinary",
52      "lambda": 0.01,
53      "psnr": 21.985594759243057,
54      "residual": 0.0192080063872209,
55      "tv": 0.08175987775919331,
56      "high_mass_ratio": 0.9986537043813641,
57      "high_centroid_abs": 0.018277990481505135,
58      "high_area_ratio": 0.8620689655172413,
59      "low_mass_ratio": 0.9969852988551419,
60      "low_centroid_abs": 0.055847413001032464,
61      "low_area_ratio": 0.967741935483871
62    },
63    "weighted": {
64      "method": "weighted",
65      "lambda": 0.01,
66      "psnr": 22.142832385805768,
67      "residual": 0.018836840508011522,
68      "tv": 0.0757176596911506,
69      "high_mass_ratio": 1.0029036704420713,
70      "high_centroid_abs": 0.012343161931000601,
71      "high_area_ratio": 0.8620689655172413,
72      "low_mass_ratio": 1.000964928608154,
73      "low_centroid_abs": 0.03945340572251865,
74      "low_area_ratio": 0.967741935483871
75    }
76  }
77}