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Three-class dementia classification on LEADS 10-fold cross validation (in-domain)

0.915AUC

MLP + Qwen3-Omni-30B

Updated 24d ago

Evaluation Results

Method	Links
MLP + Qwen3-Omni-30B 2026.06		0.915
MLP + Qwen2.5-Omni-7B 2026.06		0.887
DeTAiL (teacher) 2026.06		0.861
DeTAiL (self) 2026.06		0.847
MLP + BERT (GT text)+Whisper 2026.06		0.828
MLP + BERT+Whisper 2026.06		0.819
LoRA + Qwen2.5-Omni-7B (Distilled GRPO) 2026.06		0.772
MLP + BERT (GT text) 2026.06		0.76
LoRA + Qwen2.5-Omni-7B (GRPO) 2026.06		0.731
MLP + BERT 2026.06		0.727
LoRA + Qwen2.5-Omni-7B (SFT) 2026.06		0.72
Qwen2.5-Omni-7B (Zero-shot) 2026.06		0.718
MLP + Clinical BERT 2026.06		0.59