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mask-ddpm/docs/experiments.md

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Experiment Log

Format

YYYY-MM-DD
- Config: <config file or key overrides>
- Result: avg_ks / avg_jsd / avg_lag1_diff
- Notes

2026-01-26

  • Config: example/config_no_temporal.json (baseline)
  • Result: 0.6474156 / 0.0576699 / 0.1981700
  • Notes: no temporal stage; better KS, worse lag-1.

2026-01-26

  • Config: example/config_temporal_strong.json (two-stage)
  • Result: 0.6892453 / 0.0564408 / 0.1568776
  • Notes: lag-1 improves, KS degrades; residual drift remains.

2026-01-26

  • Config: example/config.json (two-stage residual diffusion; user run on Windows)
  • Result: 0.7131993 / 0.0327603 / 0.2327633
  • Notes: user-reported metrics after temporal stage + residual diffusion.

2026-01-26

  • Config: example/config.json (two-stage residual diffusion; user run on Windows)
  • Result: 0.7096230 / 0.0331810 / 0.1898416
  • Notes: slight KS improvement, lag-1 improves; still distribution/temporal trade-off.

2026-01-27

  • Config: example/config.json (quantile transform + calibration, full stats)
  • Result: 0.4046 / 0.0376 / 0.1449
  • Notes: KS and lag-1 improved significantly; JSD regressed vs best discrete run.