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Models/NeuroPath

NeuroPath

Reported on 8 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs4 results

Graph ClassificationonHCP Aging
Accuracy· 2024-09-26
98.23
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
Graph ClassificationonUK Biobank Brain MRI
Accuracy· 2024-09-26
99.59
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
Graph ClassificationonADNI
Accuracy· 2024-09-26
85.56
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
Graph ClassificationonOASIS
Accuracy· 2024-09-26
90.01
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510

Methodology4 results

ClassificationonHCP Aging
Accuracy· 2024-09-26
98.23
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
ClassificationonUK Biobank Brain MRI
Accuracy· 2024-09-26
99.59
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
ClassificationonADNI
Accuracy· 2024-09-26
85.56
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510
ClassificationonOASIS
Accuracy· 2024-09-26
90.01
SOTA
NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes arXiv:2409.17510