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

96.6AUC

MLP + Qwen3-Omni-30B

Updated 24d ago

Evaluation Results

Method	Links
MLP + Qwen3-Omni-30B 2026.06		96.6
MLP + BERT+Whisper 2026.06		96.3
MLP + BERT 2026.06		96.2
MLP + BERT (GT text)+Whisper 2026.06		96.1
MLP + Clinical BERT 2026.06		94.5
MLP + Qwen2.5-Omni-7B 2026.06		94.4
MLP + BERT (GT text) 2026.06		94.1
DeTAiL (teacher) 2026.06		91.9
DeTAiL (self) 2026.06		91.3
LoRA + Qwen2.5-Omni-7B (Distilled GRPO) 2026.06		86.2
LoRA + Qwen2.5-Omni-7B (SFT) 2026.06		83.1
LoRA + Qwen2.5-Omni-7B (GRPO) 2026.06		81.7
Qwen2.5-Omni-7B (Zero-shot) 2026.06		77