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Depression Detection on DAIC-WOZ (dev)

90F1 (avg)

RED

Updated 4d ago

Evaluation Results

Method	Links
RED 2025.03		90	-	-	87.83	92.17
SEGA++ 2025.03		87.76	-	-	84.62	90.91
SEGA 2025.03		84.93	-	-	81.48	88.37
Naive RAG 2025.03		84.39	-	-	78.97	88.05
Personal RAG 2025.03		84.39	-	-	79.87	88.92
w-GCN 2025.03		83.81	-	-	78.26	89.36
MFM-Att 2025.03		82.14	-	-	78.57	85.71
HCAG 2025.03		81.64	-	-	76.92	86.36
Direct Prompt 2025.03		78.9	-	-	74.07	83.72
EATD-Fusion 2025.03		77.34	-	-	69.57	85.11
WavLM 2025.02		70	75	0.024	-	-
Timing-RAG (SpeechT-RAG) 2025.02		69.2	73.3	0.049	-	-
HuBERT 2025.02		66.7	76.2	0.052	-	-
Timing-RAG (SpeechT-RAG) 2025.02		65.1	69.2	0.048	-	-
Llama2 13B 2025.02		63.6	-	-	-	-
Wav2Vec 2.0 2025.02		62.7	66.7	0.043	-	-
Text-RAG 2025.02		62.7	64.3	0.021	-	-
Timing-RAG (SpeechT-RAG) 2025.02		62.4	62.5	0.002	-	-
Timing-RAG (SpeechT-RAG) 2025.02		60.1	64	0.026	-	-
Llama2 7B 2025.02		57.8	-	-	-	-
Timing-RAG (SpeechT-RAG) 2025.02		56.3	60	0.032	-	-
Timing-RAG (SpeechT-RAG) 2025.02		54.8	57.1	0.03	-	-
Llama2 13B Chat 2025.02		54.5	-	-	-	-
Timing-RAG (SpeechT-RAG) 2025.02		52.8	53.3	0.007	-	-
Llama3 8B 2025.02		52.8	53.7	0.008	-	-
Llama3 8B Instruct 2025.02		51.7	53.7	0.021	-	-
Timing-RAG (SpeechT-RAG) 2025.02		51.6	58.1	0.058	-	-
Timing-RAG (SpeechT-RAG) 2025.02		50.7	57.1	0.047	-	-
Timing-RAG (SpeechT-RAG) 2025.02		49.7	50	0.007	-	-
Llama2 7B Chat 2025.02		48.8	-	-	-	-
Text-RAG 2025.02		45.8	48.7	0.02	-	-
Text-RAG 2025.02		30.4	31.6	0.008	-	-
Text-RAG 2025.02		29.2	31.6	0.038	-	-
Llama2 13B 2025.02		24.9	30	0.037	-	-
Llama2 7B Chat 2025.02		19.5	20.7	0.023	-	-
Llama2 13B Chat 2025.02		18.6	19.1	0.005	-	-
Llama2 7B 2025.02		17.3	18.2	0.011	-	-