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Benchmarks
Dementia Classification on ADReSS
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89.5
Accuracy
DeTAiL (self)
50.604
60.702
70.8
80.898
Jun 30, 2026
Accuracy
AUC
Updated 24d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
DeTAiL (self)
Base Model=Qwen2.5-Omn...
2026.06
89.5
93.6
MLP
Base Model=BERT+Whispe...
2026.06
87.5
94.1
Linear
Base Model=Llama3.2-1B...
2026.06
87.5
-
LoRA
Base Model=Qwen2.5-Omn...
2026.06
87.5
88.9
MLP
Base Model=Qwen2.5-Omn...
2026.06
87.5
88.9
MLP
Base Model=Qwen3-Omni-...
2026.06
85.4
89.8
DeTAiL (teacher)
Base Model=Qwen2.5-Omn...
2026.06
85.4
92.4
LoRA
Base Model=Qwen2.5-Omn...
2026.06
85.3
90.5
None
Base Model=Qwen2.5-Omn...
2026.06
83.3
-
MLP
Base Model=BERT+Speech...
2026.06
82.9
-
MLP
Base Model=Whisper, Po...
2026.06
80.8
87.7
LoRA
Base Model=Qwen2.5-Omn...
2026.06
79
86.3
None
Base Model=Qwen2.5-Omn...
2026.06
52.1
47.6
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