Phase-Polytope Robust Neural Dynamics / phase_polytope_results.json
Failed on benchmark
1{
2 "device": "cuda",
3 "models": {
4 "centroid": {
5 "centroid_rmse": 0.023245591670274734,
6 "max_vertex_rmse": 0.3614533841609955,
7 "mean_vertex_rmse": 0.24269810318946838,
8 "prediction_spread": 0.05713348835706711,
9 "vertex_loss_spread": 0.11337749660015106
10 },
11 "robust": {
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13 "max_vertex_rmse": 0.03300952911376953,
14 "mean_vertex_rmse": 0.03195755183696747,
15 "prediction_spread": 0.000664826831780374,
16 "vertex_loss_spread": 0.00012348522432148457
17 },
18 "single": {
19 "centroid_rmse": 0.5592540502548218,
20 "max_vertex_rmse": 0.8395835757255554,
21 "mean_vertex_rmse": 0.6530230045318604,
22 "prediction_spread": 0.11471128463745117,
23 "vertex_loss_spread": 0.7043905854225159
24 }
25 },
26 "variance_check": [
27 {
28 "M": 1,
29 "observed": 2.8743375747436914,
30 "predicted": 2.8899999999999997,
31 "ratio": 0.9945804756898587
32 },
33 {
34 "M": 2,
35 "observed": 1.449169425154505,
36 "predicted": 1.4449999999999998,
37 "ratio": 1.0028854153318376
38 },
39 {
40 "M": 4,
41 "observed": 0.7217436342415543,
42 "predicted": 0.7224999999999999,
43 "ratio": 0.9989531269779299
44 },
45 {
46 "M": 8,
47 "observed": 0.36059130625515484,
48 "predicted": 0.36124999999999996,
49 "ratio": 0.9981766263118474
50 },
51 {
52 "M": 16,
53 "observed": 0.18055381821726982,
54 "predicted": 0.18062499999999998,
55 "ratio": 0.9996059140056461
56 }
57 ]
58}