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README.md
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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/
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| FMDS | 6.961 | `UTKFace/
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| LMDS+FMDS | 7.032 | `UTKFace/
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### SkyFinder (Temperature Regression, Test L1 ↓)
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| Method | Test L1 | File |
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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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### PovertyMap (Poverty Index Regression, Test L1 ↓)
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| Method | Test L1 | File |
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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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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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data/SkyFinder/images/{CamId}/*.jpg
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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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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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