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kyLELEng
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weather-scenario-diffusion-1d

Time Series Forecasting
Diffusers
Safetensors
time-series
diffusion
scenario-generation
weather
multivariate-time-series
Eval Results (legacy)
Model card Files
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 Community
kyLELEng commited on
Commit
ec32c54
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verified ·
1 Parent(s): 06d2c78

Clean evaluation autocorrelation metric

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Files changed (2) hide show
  1. README.md +1 -1
  2. evaluation_report.json +2 -2
README.md CHANGED
@@ -111,7 +111,7 @@ Known observed regions are provided as conditioning input. The loss is weighted
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  "future_mask_mse_zspace": 0.16154611110687256,
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  "channel_inpainting_mse_zspace": 0.10761465132236481,
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  "generated_real_correlation_mae": 0.3473077408348441,
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- "abs_autocorrelation_mae": NaN,
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  "real_distribution": {
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  "mean": [
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  0.5322151780128479,
 
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  "future_mask_mse_zspace": 0.16154611110687256,
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  "channel_inpainting_mse_zspace": 0.10761465132236481,
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  "generated_real_correlation_mae": 0.3473077408348441,
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+ "abs_autocorrelation_mae": 0.6126329355779511,
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  "real_distribution": {
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  "mean": [
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  0.5322151780128479,
evaluation_report.json CHANGED
@@ -2,7 +2,7 @@
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  "future_mask_mse_zspace": 0.16154611110687256,
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  "channel_inpainting_mse_zspace": 0.10761465132236481,
4
  "generated_real_correlation_mae": 0.3473077408348441,
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- "abs_autocorrelation_mae": NaN,
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  "real_distribution": {
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  "mean": [
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  0.5322151780128479,
@@ -327,4 +327,4 @@
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  ],
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  "best_validation_denoising_loss": 0.05256535982092222,
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  "final_step": 8000
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- }
 
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  "future_mask_mse_zspace": 0.16154611110687256,
3
  "channel_inpainting_mse_zspace": 0.10761465132236481,
4
  "generated_real_correlation_mae": 0.3473077408348441,
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+ "abs_autocorrelation_mae": 0.6126329355779511,
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  "real_distribution": {
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  "mean": [
8
  0.5322151780128479,
 
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  ],
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  "best_validation_denoising_loss": 0.05256535982092222,
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  "final_step": 8000
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+ }