Datasets:
Add Flashmind PDM-Femto results
#56
by iammosespaulr - opened
Adds results for PDM-Femto (6.18M parameters), by Flashmind UAE.
| Model | MASE ↓ | CRPS ↓ |
|---|---|---|
| PDM-Femto | 0.646 | 0.545 |
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-Femto.
Reproduction code and instructions use the published flashpdm client and Flashmind API. Model revisions are pinned. Evaluator keys with sufficient quota are available through Flashmind.
zqiao11 changed pull request status to merged