Forward-Sensitivity-Weighted TV / results.json
Mechanism confirmed, baseline not beaten
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": {
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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}