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@@ -15,23 +15,9 @@ Pre-trained checkpoints for **LMDS**, **FMDS**, and **LMDS+FMDS** methods from t
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  ### UTKFace (Age Regression, Test L1 ↓)
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  | Method | Test L1 | File |
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  |--------|---------|------|
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- | LMDS | 7.039 | `UTKFace/LMDS_best.pth` |
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- | FMDS | 6.961 | `UTKFace/FMDS_best.pth` |
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- | LMDS+FMDS | 7.032 | `UTKFace/LMDS_FMDS_best.pth` |
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-
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- ### SkyFinder (Temperature Regression, Test L1 ↓)
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- | Method | Test L1 | File |
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- |--------|---------|------|
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- | LMDS | 3.507 | `SkyFinder/LMDS_best.pth` |
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- | FMDS | 3.516 | `SkyFinder/FMDS_best.pth` |
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- | LMDS+FMDS | 3.525 | `SkyFinder/LMDS_FMDS_best.pth` |
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-
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- ### PovertyMap (Poverty Index Regression, Test L1 ↓)
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- | Method | Test L1 | File |
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- |--------|---------|------|
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- | LMDS | 0.477 | `PovertyMap/LMDS_best.pth` |
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- | FMDS | 0.474 | `PovertyMap/FMDS_best.pth` |
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- | LMDS+FMDS | 0.485 | `PovertyMap/LMDS_FMDS_best.pth` |
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  ---
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@@ -94,23 +80,11 @@ Available methods: `LMDS_best.pth`, `FMDS_best.pth`, `LMDS_FMDS_best.pth`.
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  data/UTKFace/images/*.jpg
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  ```
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- **SkyFinder** — download from [cs.valdosta.edu/~rpmihail/skyfinder](https://cs.valdosta.edu/~rpmihail/skyfinder/)
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- ```
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- data/SkyFinder/images/{CamId}/*.jpg
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- ```
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-
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- **PovertyMap** — download from [WILDS](https://wilds.stanford.edu/datasets/#povertymap)
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- ```
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- data/PovertyMap/*.png
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- ```
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-
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  The train/val/test split summary for each dataset:
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  | Dataset | Train | Val | Test |
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  |---------|-------|-----|------|
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  | UTKFace | 17,620 | 2,753 | 3,730 |
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- | SkyFinder | 64,945 | 9,335 | 6,766 |
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- | PovertyMap | 6,034 | 475 | 545 |
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  ---
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  ### UTKFace (Age Regression, Test L1 ↓)
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  | Method | Test L1 | File |
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  |--------|---------|------|
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+ | LMDS | 7.039 | `UTKFace/LMDS.pth` |
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+ | FMDS | 6.961 | `UTKFace/FMDS.pth` |
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+ | LMDS+FMDS | 7.032 | `UTKFace/LMDS_FMDS.pth` |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  data/UTKFace/images/*.jpg
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  ```
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  The train/val/test split summary for each dataset:
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  | Dataset | Train | Val | Test |
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  |---------|-------|-----|------|
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  | UTKFace | 17,620 | 2,753 | 3,730 |
 
 
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  ---
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