multimodal-brain-encoder / test_results.json
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{
"zscore_correlations": {
"Face_Image_vs_Scene_Text": 0.3064,
"Face_Image_vs_Face_Text": 0.0702,
"Face_Image_vs_Scene_Image": 0.8783,
"Face_Image_vs_Words_Text": 0.244,
"Scene_Text_vs_Face_Text": 0.4158,
"Scene_Text_vs_Scene_Image": 0.2603,
"Scene_Text_vs_Words_Text": 0.4956,
"Face_Text_vs_Scene_Image": 0.0261,
"Face_Text_vs_Words_Text": 0.4634,
"Scene_Image_vs_Words_Text": 0.2569
},
"variation_stats": {
"mean_per_voxel_std": 0.26587,
"max_per_voxel_std": 0.85606,
"pct_voxels_with_variation_gt_001": 99.9
},
"ridge_metrics": {
"mean_r": 0.1777,
"median_r": 0.1608,
"positive_r_voxels": "42615/47236",
"best_alpha": 31622.776601683792
},
"deep_encoder_metrics": {
"best_val_loss": 0.957177,
"best_val_r": 0.1644,
"epochs_trained": 12
},
"all_tests_passed": true,
"stimulus_specificity_confirmed": true
}