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edited website to reflect changes in CRPS metrics, deleted old CRPS s… #78

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Jan 22, 2024
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edited website to reflect changes in CRPS metrics, deleted old CRPS s… #78

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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -37,7 +37,7 @@ We implement a range of deterministic and stochastic regression baselines to hig
## References

* [ClimSim paper](https://arxiv.org/abs/2306.08754)
* Youtube video
* [Youtube video](https://youtu.be/Wa1HXB_chYg)

[![Alt text](https://img.youtube.com/vi/M3Vz0zR1Auc/0.jpg)](https://www.youtube.com/watch?v=M3Vz0zR1Auc)

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142 changes: 0 additions & 142 deletions evaluation/crps_clean_deprecated.py
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20 changes: 10 additions & 10 deletions website/evaluating.md
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Expand Up @@ -56,14 +56,14 @@ Evaluation metrics are computed separately for each horizontally-averaged, verti

| **CRPS (W/m²)** | CNN | ED | HSR | MLP | RPN | cVAE |
| ---------------------- | --- | --- | --- | --- | --- | ---- |
| *dT/dt* | -- | -- | 3.284 | -- | **2.580** | 2.795 |
| *dq/dt* | -- | -- | 4.899 | -- | **4.022** | 4.372 |
| NETSW | -- | -- | 0.055 | -- | **0.053** | 0.057 |
| FLWDS | -- | -- | 0.018 | -- | **0.016** | 0.018 |
| PRECSC | -- | -- | 0.011 | -- | **0.008** | 0.009 |
| PRECC | -- | -- | 0.122 | -- | **0.085** | 0.097 |
| SOLS | -- | -- | 0.031 | -- | **0.028** | 0.033 |
| SOLL | -- | -- | 0.038 | -- | **0.035** | 0.040 |
| SOLSD | -- | -- | 0.018 | -- | **0.015** | 0.016 |
| SOLLD | -- | -- | 0.017 | -- | **0.015** | 0.016 |
| *dT/dt* | -- | -- | **2.158** | -- | 2.305 | 2.708 |
| *dq/dt* | -- | -- | **3.645** | -- | 4.100 | 4.565 |
| NETSW | -- | -- | **14.62** | -- | 14.82 | 20.53 |
| FLWDS | -- | -- | 4.561 | -- | **4.430** | 6.732 |
| PRECSC | -- | -- | 2.905 | -- | **2.729** | 3.513 |
| PRECC | -- | -- | 34.30 | -- | **30.08** | 40.17 |
| SOLS | -- | -- | 8.369 | -- | **8.309** | 11.91 |
| SOLL | -- | -- | **10.14** | -- | 10.49 | 14.42 |
| SOLSD | -- | -- | 4.773 | -- | **4.649** | 5.945 |
| SOLLD | -- | -- | **4.599** | -- | 4.682 | 5.925 |

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