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models.json
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models.json
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{
"Ethiopia_Bure_Jimma_2020": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/2q4nv4y6",
"test_metrics": {
"accuracy": 0.8901,
"f1_score": 0.8148,
"precision_score": 0.7801,
"recall_score": 0.8527,
"roc_auc_score": 0.9557
},
"val_metrics": {
"accuracy": 0.9151,
"f1_score": 0.8429,
"precision_score": 0.8029,
"recall_score": 0.8871,
"roc_auc_score": 0.965
}
},
"Hawaii_2020": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/2g5asdx2",
"test_metrics": {
"accuracy": 0.9448,
"f1_score": 0.1053,
"precision_score": 0.0667,
"recall_score": 0.25,
"roc_auc_score": 0.8067
},
"val_metrics": {
"accuracy": 0.9438,
"f1_score": 0.2857,
"precision_score": 0.2143,
"recall_score": 0.4286,
"roc_auc_score": 0.8962
}
},
"Hawaii_2020_skip_era5": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/217d46qu",
"test_metrics": {
"accuracy": 0.9351,
"f1_score": 0.1667,
"precision_score": 0.1,
"recall_score": 0.5,
"roc_auc_score": 0.8035
},
"val_metrics": {
"accuracy": 0.9476,
"f1_score": 0.2222,
"precision_score": 0.1818,
"recall_score": 0.2857,
"roc_auc_score": 0.8401
}
},
"Namibia_North_2020": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/38qba2db",
"test_metrics": {
"accuracy": 0.9812,
"f1_score": 0.0,
"precision_score": 0.0,
"recall_score": 0.0,
"roc_auc_score": 0.6388
},
"val_metrics": {
"accuracy": 0.963,
"f1_score": 0.0,
"precision_score": 0.0,
"recall_score": 0.0,
"roc_auc_score": 0.6223
}
},
"Rwanda_2019": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/3p6t96kh",
"test_metrics": {
"accuracy": 0.6823,
"f1_score": 0.6303,
"precision_score": 0.5263,
"recall_score": 0.7853,
"roc_auc_score": 0.7828
},
"val_metrics": {
"accuracy": 0.6962,
"f1_score": 0.6535,
"precision_score": 0.5246,
"recall_score": 0.8663,
"roc_auc_score": 0.8097
}
},
"Rwanda_2019_skip_era5": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/2rxqy2f9",
"test_metrics": {
"accuracy": 0.704,
"f1_score": 0.592,
"precision_score": 0.564,
"recall_score": 0.623,
"roc_auc_score": 0.7835
},
"val_metrics": {
"accuracy": 0.7308,
"f1_score": 0.6196,
"precision_score": 0.5816,
"recall_score": 0.6628,
"roc_auc_score": 0.8006
}
},
"Tanzania-2019": {
"params": "",
"test_metrics": {
"accuracy": 0.8513,
"f1_score": 0.7354,
"precision_score": 0.8112,
"recall_score": 0.6725,
"roc_auc_score": 0.9195
},
"val_metrics": {
"accuracy": 0.843,
"f1_score": 0.7249,
"precision_score": 0.7877,
"recall_score": 0.6714,
"roc_auc_score": 0.8989
}
},
"Tanzania_2019_skip_era5": {
"params": "",
"test_metrics": {
"accuracy": 0.8616,
"f1_score": 0.7504,
"precision_score": 0.8413,
"recall_score": 0.6773,
"roc_auc_score": 0.9277
},
"val_metrics": {
"accuracy": 0.864,
"f1_score": 0.7535,
"precision_score": 0.8534,
"recall_score": 0.6746,
"roc_auc_score": 0.9222
}
},
"Tanzania_south_2019": {
"params": "https://wandb.ai/nasa-harvest/crop-mask/runs/wki76kzz",
"test_metrics": {
"accuracy": 0.8743,
"f1_score": 0.7816,
"precision_score": 0.8388,
"recall_score": 0.7316,
"roc_auc_score": 0.9339
},
"val_metrics": {
"accuracy": 0.8478,
"f1_score": 0.7312,
"precision_score": 0.8027,
"recall_score": 0.6714,
"roc_auc_score": 0.911
}
}
}