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Stemson-AI
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cmmp-resnet18-512

Image Feature Extraction
PyTorch
microscopy
electron-microscopy
HAADF-STEM
contrastive-learning
CLIP
materials-science
image-retrieval
metadata-embedding
resnet
Model card Files
xet
 Community
cmmp-resnet18-512
File size: 1,739 Bytes
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{
  "per_dim": {
    "pixel_size": {
      "r2": 0.748069167137146,
      "mae_z": 0.33545711636543274,
      "mape_pct": 48.19611878745954,
      "smape_pct": 39.539741372653445,
      "pearson_r": 0.8665556907653809
    },
    "dwell_time": {
      "r2": 0.8189094662666321,
      "mae_z": 0.3128235340118408,
      "mape_pct": 29.126015543238697,
      "smape_pct": 25.947294177986592,
      "pearson_r": 0.9050523042678833
    },
    "convergence_angle": {
      "r2": 0.6288139820098877,
      "mae_z": 0.4354465901851654,
      "mape_pct": 11.893325290950731,
      "smape_pct": 11.604648533489966,
      "pearson_r": 0.7932485342025757
    },
    "beam_current": {
      "r2": 0.6947200894355774,
      "mae_z": 0.40485742688179016,
      "mape_pct": 39.956419186416085,
      "smape_pct": 33.3707350806087,
      "pearson_r": 0.8350822925567627
    },
    "gain": {
      "r2": 0.8618912696838379,
      "mae_z": 0.28987011313438416,
      "mape_pct": 5.059545248814666,
      "smape_pct": 5.044549461525598,
      "pearson_r": 0.9285890460014343
    },
    "offset": {
      "r2": 0.8236522674560547,
      "mae_z": 0.2520904242992401,
      "mape_pct": 5789.37263428474,
      "smape_pct": 9.083916263175762,
      "pearson_r": 0.9118877053260803
    },
    "inner_coll_angle": {
      "r2": 0.6256896257400513,
      "mae_z": 0.4415368437767029,
      "mape_pct": 8.975583757511457,
      "smape_pct": 8.452814766699543,
      "pearson_r": 0.7920698523521423
    }
  },
  "mean_r2": 0.743106552532741,
  "mean_mae_z": 0.3531545783792223,
  "mean_mape_pct": 847.511377442733,
  "mean_smape_pct": 19.006242808019945,
  "mean_pearson_r": 0.8617836322103228,
  "ridge_alpha": 1.0,
  "log_indices": [
    0,
    1,
    2,
    3
  ]
}