Update model card summary to best task-contract values

README.md

@@ -71,14 +71,14 @@ The checkpoint expects the same 16-channel gridded input described in the paper
 
 ## Evaluation Snapshot
 
-The paper evaluates WildFIRE-FM and ten Earth-FM comparators under fixed task contracts. A few final-paper WildFIRE-FM values are:
-
-- **Occupancy union F1:** `59.0656 ± 2.7372` percent.
-- **Fire-spread AP:** `30.0900 ± 1.2500` percent.
-- **Final burned-area log-RMSE:** `1.1657 ± 0.0126`, where lower is better.
-- **Analog retrieval nDCG@10:** `0.5099 ± 0.0336`.
-- **Smoke PM2.5 RMSE:** `4.4646 ± 0.0060`, where lower is better.
-- **Extreme-heat RMSE-C:** `0.2179 ± 0.0043`, where lower is better.
+The paper evaluates WildFIRE-FM and ten Earth-FM comparators under fixed task contracts. The top card reports the best final-paper mean for each displayed task contract, with the winning backbone named in the card. The corresponding values are:
+
+- **Occupancy union F1:** `60.1506 ± 7.5865` percent, ClimaX.
+- **Fire-spread spatial F1:** `80.9700 ± 2.0200` percent, WildFIRE-FM.
+- **Final burned-area log-RMSE:** `1.1657 ± 0.0126`, WildFIRE-FM; lower is better.
+- **Analog retrieval nDCG@10:** `0.5099 ± 0.0336`, WildFIRE-FM.
+- **Smoke PM2.5 RMSE:** `4.4403 ± 0.0488`, AlphaEarth; lower is better.
+- **Extreme-heat RMSE-C:** `0.2179 ± 0.0043`, WildFIRE-FM; lower is better.
 
 The public release includes sanitized CSV/JSON summaries used to audit the displayed values. Manuscript table TeX is not included.
 

artifacts/manifests/paper_outputs.sha256

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 b369d13e0419fa8272ccdc994b6642f3b141248a879c030218e387c583537eb2  paper_outputs/figures/fig_fireprone_contract_progression_compact.pdf
 e3110c70c3cf8ecb8671163a401a155920266e3f907f9c6baf08e27ec6e6c410  paper_outputs/figures/fig_primary_rank_change_map.pdf
 4e5b791ba4d136f722bd75a61097203836819ce9411def1caac4cc1e6d881275  paper_outputs/figures/fig_rank_heatmap1.pdf

artifacts/manifests/paper_outputs.yml

@@ -11,7 +11,7 @@ outputs:
   - path: assets/supporting_rank_map_final.png
     sha256: 34807e65ca71365a26a3b74cae70e6b40ae6f2151110e12c53e0efa9f8b726aa
   - path: assets/wildfire_fm_model_card.svg
-    sha256: 024505248c8ba2bbb50d36d0b015d7fd7fbf5577b8b34faadda0efc972c6d3e8
+    sha256: 7adb6a949bce3203b6cb10a458e115c60ba0b3efdb10f2ca1a1fd508924bc2ac
   - path: paper_outputs/figures/fig_fireprone_contract_progression_compact.pdf
     sha256: b369d13e0419fa8272ccdc994b6642f3b141248a879c030218e387c583537eb2
   - path: paper_outputs/figures/fig_primary_rank_change_map.pdf