Update README.md

README.md

@@ -13,9 +13,17 @@ viewer: false
 
 ChaosBench is a benchmark project to improve and extend the predictability range of deep weather emulators to the subseasonal-to-seasonal (S2S) range. Predictability at this scale is more challenging due to its: (1) __double sensitivities__ to intial condition (in weather-scale) and boundary condition (in climate-scale), (2) __butterfly effect__, and our (3) __inherent lack of understanding__ of physical processes operating at this scale. Thus, given the __high socioeconomic stakes__ for accurate, reliable, and stable S2S forecasts (e.g., for disaster/extremes preparedness), this benchmark is timely for DL-accelerated solutions.
 
+## 🪜 Leaderboard
+View our interactive leaderboard dashboard [here](https://leap-stc.github.io/ChaosBench/leaderboard.html)
+
+You can access the full score and checkpoints in `logs/<MODEL_NAME>` within the following subdirectory:
+- Scores: `eval/<METRIC>.csv` 
+- Model checkpoints: `lightning_logs/`
+
+
 ## ✨ Features
 
-1️⃣ __Diverse Observations__. Spanning over 45 years (1979 - 2023), we include ERA5/LRA5/ORAS5 reanalysis for a fully-coupled Earth system emulation (atmosphere-terrestrial-sea-ice)
+1️⃣ __Diverse Observations__. Spanning over 45 years (1979-), we include ERA5/LRA5/ORAS5 reanalysis for a fully-coupled Earth system emulation (atmosphere-terrestrial-sea-ice)
 
 2️⃣ __Diverse Baselines__. Wide selection of physics-based forecasts from leading national agencies in Europe, the UK, America, and Asia
 
@@ -198,11 +206,4 @@ We divide our metrics into 3 classes: (1) Deterministic-based, which cover evalu
     - [x] Continuous Ranked Probability Skill Score (CRPSS)
     - [x] Spread
     - [x] Spread/Skill Ratio
- 
-  
-## 🪜 Leaderboard
-View our interactive leaderboard dashboard [here](https://leap-stc.github.io/ChaosBench/leaderboard.html)
-
-You can access the full score and checkpoints in `logs/<MODEL_NAME>` within the following subdirectory:
-- Scores: `eval/<METRIC>.csv` 
-- Model checkpoints: `lightning_logs/`
+