evaluation/anova.json

{
  "method": "Two-way ANOVA via statsmodels.stats.anova.anova_lm with typ=2 (Type II SS)",
  "formula": "delta_l_ortho ~ C(model) + C(level) + C(model):C(level)",
  "n_observations": 21145,
  "models": [
    "flux1",
    "hunyuan",
    "kolors",
    "sd15",
    "sd35",
    "sdxl"
  ],
  "levels": [
    "L0_empty",
    "L1_basic",
    "L2_full"
  ],
  "results": {
    "C(model)": {
      "df": 5.0,
      "sum_sq": 33.515732054014634,
      "F": 167.8947458861536,
      "p_unc": 1.0619572995881867e-175,
      "eta_sq": 0.03751608467421723,
      "partial_eta_sq": 0.038216135178130016
    },
    "C(level)": {
      "df": 2.0,
      "sum_sq": 8.516002733336993,
      "F": 106.65081942527183,
      "p_unc": 8.210924082486664e-47,
      "eta_sq": 0.009532451181876145,
      "partial_eta_sq": 0.009995249479614795
    },
    "C(model):C(level)": {
      "df": 10.0,
      "sum_sq": 7.848914396634636,
      "F": 19.659297400715662,
      "p_unc": 1.2585934022875265e-36,
      "eta_sq": 0.008785740876262797,
      "partial_eta_sq": 0.009219505092167055
    },
    "Residual": {
      "df": 21127.0,
      "sum_sq": 843.4890173219692
    }
  }
}