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Add Flashmind PDM-Pico results

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Adds results for [PDM-Pico](https://www.flashmind.com/models/pdm#pdm-pico) (32.2M parameters), by [Flashmind UAE](https://www.flashmind.com/).

| Model | MASE ↓ | CRPS ↓ |
|---|---:|---:|
| PDM-Pico | 0.631 | 0.531 |

Scores are normalized by Seasonal Naive using the geometric mean over all 98 TIME configurations.

- Model type: zero-shot, served through an API.
- Test data leakage: No.
- Protocol: targets are forecast jointly using observed history up to 16,336 steps. Forecasts use flip averaging. Nonnegative and integer-count constraints are inferred from observed history only. TIME's nine deciles are selected from 21 native quantiles. All evaluated horizons fit within one native forecast.

Includes `predictions.npz`, `metrics.npz`, and `config.json` for every configuration under `results/PDM-Pico`.

[Reproduction code and instructions](https://github.com/zqiao11/TIME/pull/16) use the published [flashpdm client](https://www.flashmind.com/docs/python) and [Flashmind API](https://www.flashmind.com/docs/api). Model revisions are pinned. Evaluator keys with sufficient quota are available through [Flashmind](https://www.flashmind.com/contact).

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Files changed (50) hide show
  1. results/PDM-Pico/Australia_Solar/H/long/config.json +46 -0
  2. results/PDM-Pico/Australia_Solar/H/long/metrics.npz +3 -0
  3. results/PDM-Pico/Australia_Solar/H/long/predictions.npz +3 -0
  4. results/PDM-Pico/Australia_Solar/H/medium/config.json +46 -0
  5. results/PDM-Pico/Australia_Solar/H/medium/metrics.npz +3 -0
  6. results/PDM-Pico/Australia_Solar/H/medium/predictions.npz +3 -0
  7. results/PDM-Pico/Australia_Solar/H/short/config.json +46 -0
  8. results/PDM-Pico/Australia_Solar/H/short/metrics.npz +3 -0
  9. results/PDM-Pico/Australia_Solar/H/short/predictions.npz +3 -0
  10. results/PDM-Pico/Auto_Production_SF/M/short/config.json +46 -0
  11. results/PDM-Pico/Auto_Production_SF/M/short/metrics.npz +3 -0
  12. results/PDM-Pico/Auto_Production_SF/M/short/predictions.npz +3 -0
  13. results/PDM-Pico/CPHL/15T/long/config.json +46 -0
  14. results/PDM-Pico/CPHL/15T/long/metrics.npz +3 -0
  15. results/PDM-Pico/CPHL/15T/long/predictions.npz +3 -0
  16. results/PDM-Pico/CPHL/15T/medium/config.json +46 -0
  17. results/PDM-Pico/CPHL/15T/medium/metrics.npz +3 -0
  18. results/PDM-Pico/CPHL/15T/medium/predictions.npz +3 -0
  19. results/PDM-Pico/CPHL/15T/short/config.json +46 -0
  20. results/PDM-Pico/CPHL/15T/short/metrics.npz +3 -0
  21. results/PDM-Pico/CPHL/15T/short/predictions.npz +3 -0
  22. results/PDM-Pico/CPHL/30T/long/config.json +46 -0
  23. results/PDM-Pico/CPHL/30T/long/metrics.npz +3 -0
  24. results/PDM-Pico/CPHL/30T/long/predictions.npz +3 -0
  25. results/PDM-Pico/CPHL/30T/medium/config.json +46 -0
  26. results/PDM-Pico/CPHL/30T/medium/metrics.npz +3 -0
  27. results/PDM-Pico/CPHL/30T/medium/predictions.npz +3 -0
  28. results/PDM-Pico/CPHL/30T/short/config.json +46 -0
  29. results/PDM-Pico/CPHL/30T/short/metrics.npz +3 -0
  30. results/PDM-Pico/CPHL/30T/short/predictions.npz +3 -0
  31. results/PDM-Pico/CPHL/H/long/config.json +46 -0
  32. results/PDM-Pico/CPHL/H/long/metrics.npz +3 -0
  33. results/PDM-Pico/CPHL/H/long/predictions.npz +3 -0
  34. results/PDM-Pico/CPHL/H/medium/config.json +46 -0
  35. results/PDM-Pico/CPHL/H/medium/metrics.npz +3 -0
  36. results/PDM-Pico/CPHL/H/medium/predictions.npz +3 -0
  37. results/PDM-Pico/CPHL/H/short/config.json +46 -0
  38. results/PDM-Pico/CPHL/H/short/metrics.npz +3 -0
  39. results/PDM-Pico/CPHL/H/short/predictions.npz +3 -0
  40. results/PDM-Pico/Coastal_T_S/15T/long/config.json +46 -0
  41. results/PDM-Pico/Coastal_T_S/15T/long/metrics.npz +3 -0
  42. results/PDM-Pico/Coastal_T_S/15T/long/predictions.npz +3 -0
  43. results/PDM-Pico/Coastal_T_S/15T/medium/config.json +46 -0
  44. results/PDM-Pico/Coastal_T_S/15T/medium/metrics.npz +3 -0
  45. results/PDM-Pico/Coastal_T_S/15T/medium/predictions.npz +3 -0
  46. results/PDM-Pico/Coastal_T_S/15T/short/config.json +46 -0
  47. results/PDM-Pico/Coastal_T_S/15T/short/metrics.npz +3 -0
  48. results/PDM-Pico/Coastal_T_S/15T/short/predictions.npz +3 -0
  49. results/PDM-Pico/Coastal_T_S/20T/long/config.json +46 -0
  50. results/PDM-Pico/Coastal_T_S/20T/long/metrics.npz +3 -0
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