Sex Classification on HBN Sex
0.6952Balanced AccuracyBrain-Semantoks
Evaluation Results
| Method | Links | |
|---|---|---|
| Brain-SemantoksProtocol=Linear Probing2025.12 | 0.6952 | |
| Brain-SemantoksEvaluation Protocol=linear probe2025.12 | 0.6952 | |
| Brain-SemantoksEvaluation Protocol=Linear Probing2025.12 | 0.6952 | |
| Brain-Semantoksmode=linear probe2025.12 | 0.6952 | |
| Brain-SemantoksProtocol=Fine-tuning2025.12 | 0.6931 | |
| Brain-SemantoksEvaluation Protocol=Fine-tuning2025.12 | 0.6931 | |
| FCProtocol=Supervised2025.12 | 0.6651 | |
| FCEvaluation Protocol=Supervised2025.12 | 0.6651 | |
| Brain-JEPAProtocol=Supervised2025.12 | 0.6557 | |
| Brain-JEPAEvaluation Protocol=Linear Probing2025.12 | 0.6557 | |
| BrainLMEvaluation Protocol=linear probe2025.12 | 0.6544 | |
| BrainLMmode=linear probe2025.12 | 0.6544 | |
| BolTProtocol=Supervised2025.12 | 0.6522 | |
| BolTEvaluation Protocol=Supervised2025.12 | 0.6522 | |
| BrainLMProtocol=Supervised2025.12 | 0.6437 | |
| BrainLMEvaluation Protocol=Linear Probing2025.12 | 0.6437 | |
| Brain-JEPAEvaluation Protocol=linear probe2025.12 | 0.6396 | |
| Brain-JEPAmode=linear probe2025.12 | 0.6396 | |
| BNTProtocol=Supervised2025.12 | 0.6174 | |
| BNTEvaluation Protocol=Supervised2025.12 | 0.6174 | |
| BrainMassProtocol=Supervised2025.12 | 0.5697 | |
| BrainMassEvaluation Protocol=Linear Probing2025.12 | 0.5697 |