afem/outlook/result/correction/ood_results.json

[
  {
    "k": 20,
    "target": 5000,
    "method": "physics",
    "actual": 4998,
    "aw_rel": 0.3217149300243721,
    "max_err": 0.6962009018743558,
    "steps": 14,
    "time": 0.4661191359627992
  },
  {
    "k": 20,
    "target": 5000,
    "method": "neural",
    "actual": 4998,
    "aw_rel": 0.32556276681459906,
    "max_err": 0.6825978318090722,
    "steps": 13,
    "time": 0.6737254089675844
  },
  {
    "k": 20,
    "target": 5000,
    "method": "hybrid",
    "actual": 4993,
    "aw_rel": 0.317281215613024,
    "max_err": 0.6923355308694191,
    "steps": 15,
    "time": 0.769882422988303
  },
  {
    "k": 20,
    "target": 10000,
    "method": "physics",
    "actual": 10000,
    "aw_rel": 0.2455356542863538,
    "max_err": 0.5550836298189422,
    "steps": 20,
    "time": 1.0794300560373813
  },
  {
    "k": 20,
    "target": 10000,
    "method": "neural",
    "actual": 10000,
    "aw_rel": 0.17851543463179662,
    "max_err": 0.34862177256997806,
    "steps": 17,
    "time": 1.1895099669927731
  },
  {
    "k": 20,
    "target": 10000,
    "method": "hybrid",
    "actual": 10000,
    "aw_rel": 0.195654945512401,
    "max_err": 0.4277126651743185,
    "steps": 20,
    "time": 1.4911086679203436
  },
  {
    "k": 20,
    "target": 20000,
    "method": "physics",
    "actual": 20000,
    "aw_rel": 0.10609176644235017,
    "max_err": 0.1886166220958851,
    "steps": 26,
    "time": 2.6345828390913084
  },
  {
    "k": 20,
    "target": 20000,
    "method": "neural",
    "actual": 19993,
    "aw_rel": 0.10683447717264158,
    "max_err": 0.17809393345606878,
    "steps": 22,
    "time": 3.3632535689976066
  },
  {
    "k": 20,
    "target": 20000,
    "method": "hybrid",
    "actual": 19997,
    "aw_rel": 0.14034818937447865,
    "max_err": 0.2866884663237459,
    "steps": 25,
    "time": 3.6751408700365573
  },
  {
    "k": 30,
    "target": 5000,
    "method": "physics",
    "actual": 4998,
    "aw_rel": 0.3393543560786418,
    "max_err": 0.5825866799685764,
    "steps": 11,
    "time": 0.4228137138998136
  },
  {
    "k": 30,
    "target": 5000,
    "method": "neural",
    "actual": 4998,
    "aw_rel": 0.2352016905332648,
    "max_err": 0.3942031180281991,
    "steps": 10,
    "time": 0.550575491040945
  },
  {
    "k": 30,
    "target": 5000,
    "method": "hybrid",
    "actual": 5000,
    "aw_rel": 0.27940272630002383,
    "max_err": 0.5234578460680863,
    "steps": 12,
    "time": 0.5970521529670805
  },
  {
    "k": 30,
    "target": 10000,
    "method": "physics",
    "actual": 9996,
    "aw_rel": 0.15152857803270367,
    "max_err": 0.31107218357043964,
    "steps": 17,
    "time": 1.144380453042686
  },
  {
    "k": 30,
    "target": 10000,
    "method": "neural",
    "actual": 10000,
    "aw_rel": 0.13398555817493557,
    "max_err": 0.22077948547792497,
    "steps": 14,
    "time": 1.0638798179570585
  },
  {
    "k": 30,
    "target": 10000,
    "method": "hybrid",
    "actual": 10000,
    "aw_rel": 0.1333944281065923,
    "max_err": 0.222614344459093,
    "steps": 17,
    "time": 1.3644415650051087
  },
  {
    "k": 30,
    "target": 20000,
    "method": "physics",
    "actual": 19998,
    "aw_rel": 0.1013801309718931,
    "max_err": 0.19801070484784075,
    "steps": 23,
    "time": 2.814543951069936
  },
  {
    "k": 30,
    "target": 20000,
    "method": "neural",
    "actual": 19993,
    "aw_rel": 0.08375406203605103,
    "max_err": 0.1545919881725948,
    "steps": 18,
    "time": 2.8871457159984857
  },
  {
    "k": 30,
    "target": 20000,
    "method": "hybrid",
    "actual": 19999,
    "aw_rel": 0.07957568140418023,
    "max_err": 0.16280394699178038,
    "steps": 22,
    "time": 3.5479730810038745
  },
  {
    "k": 50,
    "target": 5000,
    "method": "physics",
    "actual": 5000,
    "aw_rel": 0.9399889711282081,
    "max_err": 1.8551082594833581,
    "steps": 5,
    "time": 0.2624021719675511
  },
  {
    "k": 50,
    "target": 5000,
    "method": "neural",
    "actual": 4994,
    "aw_rel": 0.8816133183093701,
    "max_err": 1.6715958338102723,
    "steps": 5,
    "time": 0.42504396208096296
  },
  {
    "k": 50,
    "target": 5000,
    "method": "hybrid",
    "actual": 5000,
    "aw_rel": 0.9097180903636368,
    "max_err": 1.8077696886774013,
    "steps": 5,
    "time": 0.35448640398681164
  },
  {
    "k": 50,
    "target": 10000,
    "method": "physics",
    "actual": 9997,
    "aw_rel": 0.7355680200787589,
    "max_err": 1.5899885575892054,
    "steps": 11,
    "time": 0.9496761029586196
  },
  {
    "k": 50,
    "target": 10000,
    "method": "neural",
    "actual": 9998,
    "aw_rel": 0.5292294206824351,
    "max_err": 0.9634931018865338,
    "steps": 9,
    "time": 1.0958814750192687
  },
  {
    "k": 50,
    "target": 10000,
    "method": "hybrid",
    "actual": 9998,
    "aw_rel": 0.6846834225521029,
    "max_err": 1.4539268243973664,
    "steps": 11,
    "time": 1.3632835500175133
  },
  {
    "k": 50,
    "target": 20000,
    "method": "physics",
    "actual": 20000,
    "aw_rel": 0.330029350109224,
    "max_err": 0.7286443170264326,
    "steps": 17,
    "time": 2.434937956975773
  },
  {
    "k": 50,
    "target": 20000,
    "method": "neural",
    "actual": 19998,
    "aw_rel": 0.2798627650153386,
    "max_err": 0.5184926556640339,
    "steps": 13,
    "time": 2.791371556930244
  },
  {
    "k": 50,
    "target": 20000,
    "method": "hybrid",
    "actual": 19997,
    "aw_rel": 0.2927164810256369,
    "max_err": 0.5762839628774012,
    "steps": 16,
    "time": 3.4059831629274413
  },
  {
    "k": 80,
    "target": 5000,
    "method": "physics",
    "actual": 5000,
    "aw_rel": 1.2205603946522747,
    "max_err": 3.195377444630849,
    "steps": 2,
    "time": 0.22934054106008261
  },
  {
    "k": 80,
    "target": 5000,
    "method": "neural",
    "actual": 4992,
    "aw_rel": 1.3983690019561066,
    "max_err": 4.999275444133655,
    "steps": 3,
    "time": 0.3926586000015959
  },
  {
    "k": 80,
    "target": 5000,
    "method": "hybrid",
    "actual": 4992,
    "aw_rel": 1.3983690019561066,
    "max_err": 4.999275444133655,
    "steps": 3,
    "time": 0.3923477160278708
  },
  {
    "k": 80,
    "target": 10000,
    "method": "physics",
    "actual": 9998,
    "aw_rel": 1.3577599393700264,
    "max_err": 4.857732238902951,
    "steps": 6,
    "time": 0.74451503099408
  },
  {
    "k": 80,
    "target": 10000,
    "method": "neural",
    "actual": 9998,
    "aw_rel": 1.276527461917587,
    "max_err": 5.371709517847322,
    "steps": 6,
    "time": 0.9330636019585654
  },
  {
    "k": 80,
    "target": 10000,
    "method": "hybrid",
    "actual": 10000,
    "aw_rel": 1.2768180104865037,
    "max_err": 5.351544613527751,
    "steps": 6,
    "time": 0.783925783005543
  },
  {
    "k": 80,
    "target": 20000,
    "method": "physics",
    "actual": 20000,
    "aw_rel": 1.0164081471693989,
    "max_err": 3.7356988990538214,
    "steps": 12,
    "time": 1.9508233020314947
  },
  {
    "k": 80,
    "target": 20000,
    "method": "neural",
    "actual": 19997,
    "aw_rel": 0.9267010264634065,
    "max_err": 3.37806038592756,
    "steps": 11,
    "time": 2.7887377929873765
  },
  {
    "k": 80,
    "target": 20000,
    "method": "hybrid",
    "actual": 20000,
    "aw_rel": 1.0593643066000908,
    "max_err": 3.971632931871011,
    "steps": 11,
    "time": 2.330883653019555
  }
]