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# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Isles22 Yale-BrainMets Abide
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank
# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Dataset1 Dataset2 Dataset3 Dataset4 Dataset1 Dataset2 Dataset3
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank

# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Dataset1 Dataset2 Dataset3 Dataset4 Dataset1 Dataset2 Dataset3
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank
# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Isles22 Yale-BrainMets Abide
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank
# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Dataset1 Dataset2 Dataset3 Dataset4 Dataset1 Dataset2 Dataset3
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank

# Team Submission Date Avg Rank Avg Seg Rank Avg Cls Rank Segmentation Classification
Dataset1 Dataset2 Dataset3 Dataset4 Dataset1 Dataset2 Dataset3
Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Dice Dice Rank Mean NSD NSD Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank Mean Bal Acc Bal Acc Rank Mean AUROC AUROC Rank Dataset Rank
*Note for Abide dataset: The final classification datasets for the test stage show substantially clearer signals when fine-tuning from various pretrained checkpoints, so there's no need to worry if models struggle with ABIDE specifically. From a clinical perspective, classifying Autism Spectrum Disorder based on single-timepoint data is inherently challenging and nearly impossible for clinicians.