data/semisynth_transfer/results/summary/backend_selection_cache.json

{
  "generated_at_utc": "2026-04-06T07:38:51+00:00",
  "backend_map": {
    "ssa": "detime",
    "ceemdan": "current",
    "ma_baseline": "current",
    "stl": "detime",
    "vmd": "detime",
    "wavelet": "detime",
    "autoformer_block": "current",
    "dlinear_block": "current",
    "moving_average_decomposition_block": "current",
    "nbeats_interpretable": "current",
    "xpatch_block": "current",
    "leddam_block": "current",
    "inparformer_block": "current",
    "delelstm_block": "current",
    "parsimony_block": "current",
    "amd_block": "current",
    "times2d_block": "current",
    "st_mtm_block": "current",
    "waveform_block": "current",
    "waveletmixer_block": "current",
    "freqmoe_block": "current",
    "timekan_block": "current"
  },
  "summaries": [
    {
      "method": "ssa",
      "candidate_backend": "detime",
      "status": "passed",
      "backend_selected": "detime",
      "mean_abs_metric_delta_max": 0.0,
      "mean_abs_rank_delta": 0.0,
      "notes": ""
    },
    {
      "method": "ceemdan",
      "candidate_backend": "detime",
      "status": "failed",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": 0.23149246393435333,
      "mean_abs_rank_delta": 0.03333333333333329,
      "notes": "delta=0.231492, rank_delta=0.033333"
    },
    {
      "method": "ma_baseline",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "stl",
      "candidate_backend": "detime",
      "status": "passed",
      "backend_selected": "detime",
      "mean_abs_metric_delta_max": 0.0,
      "mean_abs_rank_delta": 0.0,
      "notes": ""
    },
    {
      "method": "vmd",
      "candidate_backend": "detime",
      "status": "passed",
      "backend_selected": "detime",
      "mean_abs_metric_delta_max": 0.0,
      "mean_abs_rank_delta": 0.0,
      "notes": ""
    },
    {
      "method": "wavelet",
      "candidate_backend": "detime",
      "status": "passed",
      "backend_selected": "detime",
      "mean_abs_metric_delta_max": 0.0,
      "mean_abs_rank_delta": 0.0,
      "notes": ""
    },
    {
      "method": "autoformer_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "dlinear_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "moving_average_decomposition_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "nbeats_interpretable",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "xpatch_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "leddam_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "inparformer_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "delelstm_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "parsimony_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "amd_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "times2d_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "st_mtm_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "waveform_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "waveletmixer_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "freqmoe_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    },
    {
      "method": "timekan_block",
      "candidate_backend": "detime",
      "status": "current_only",
      "backend_selected": "current",
      "mean_abs_metric_delta_max": NaN,
      "mean_abs_rank_delta": NaN,
      "notes": "method policy is current_only"
    }
  ]
}