Added new model

model_evals.json

@@ -181,5 +181,66 @@
         "cognitively_normal": 0.9825072886297376
       }
     }
+  },
+  {
+    "model_name": "/home/ubuntu/brain2vec",
+    "model_hf_path": "https://huggingface.co/radiata-ai/brain2vec-v2",
+    "model_nickname": "brain2vec-v2",
+    "model_type": "embedding",
+    "checkpoint": "/home/ubuntu/brain2vec/ae_output/autoencoder-ep-99.pth",
+    "checkpoint_hf_path": "https://huggingface.co/radiata-ai/brain2vec-v2/blob/main/autoencoder_final.pth",
+    "public": true,
+    "timestamp": 1741371749,
+    "train_l1": 0.014170298797539536,
+    "train_perceptual": 0.045079124881840384,
+    "train_ssim": 0.971753567151326,
+    "train_psnr": 30.71103699423002,
+    "val_l1": 0.03191869446987307,
+    "val_perceptual": 0.08965502869706232,
+    "val_ssim": 0.8541673189265828,
+    "val_psnr": 23.531947739459365,
+    "test_l1": 0.03180049764309693,
+    "test_perceptual": 0.08846248109098319,
+    "test_ssim": 0.8560211800379901,
+    "test_psnr": 23.602247131605857,
+    "downstream_train": {
+      "mae_age": 2.5919229984283447,
+      "acc_sex": 0.9971900245872849,
+      "sex_per_class_acc": {
+        "female": 0.9976798143851509,
+        "male": 0.9964381121994658
+      },
+      "acc_diag": 0.9983692106979778,
+      "diag_per_class_acc": {
+        "Alzheimers_disease": 0.9863013698630136,
+        "cognitively_normal": 0.9992975061468212
+      }
+    },
+    "downstream_val": {
+      "mae_age": 6.578178405761719,
+      "acc_sex": 0.8584070796460177,
+      "sex_per_class_acc": {
+        "female": 0.8803827751196173,
+        "male": 0.823076923076923
+      },
+      "acc_diag": 0.9615384615384616,
+      "diag_per_class_acc": {
+        "Alzheimers_disease": 0.64,
+        "cognitively_normal": 0.9852507374631269
+      }
+    },
+    "downstream_test": {
+      "mae_age": 6.33052921295166,
+      "acc_sex": 0.8425655976676385,
+      "sex_per_class_acc": {
+        "female": 0.8592964824120602,
+        "male": 0.8194444444444444
+      },
+      "acc_diag": 0.9697802197802198,
+      "diag_per_class_acc": {
+        "Alzheimers_disease": 0.8571428571428571,
+        "cognitively_normal": 0.9766763848396501
+      }
+    }
   }
 ]