Depression Detection on LMVD benchmark leaderboard · SOTA2 Research

Depression Detection on LMVD

77.59AccuracyREAD-Net

Evaluation Results

Method	Links
READ-Net2026.01		77.59	78.1	77.59	77.47	—
BAR Loss2026.07		76.5	75	79.12	77.01	76.91
CAF-Mamba2026.01		74.32	72.92	76.92	74.87	74.76
CAF-Mamba2026.07		74.32	72.92	76.92	74.87	74.76
MMD2026.01		73.79	74.2	73.79	73.68	—
ViT2026.01		73.03	73.52	73.03	72.9	—
SERes2026.01		72.54	73.13	72.54	72.36	—
DepMamba2026.01		72.13	70.18	76.56	73.2	73.02
DepM2026.01		72.13	70.18	76.56	73.2	—
DepMamba2026.07		72.13	70.18	76.56	73.2	73.02
STE-Mamba2026.07		71.58	68.57	79.12	73.47	73.19
Xcept2026.01		71.38	71.94	71.38	71.19	—
TAMFN2026.01		70.49	71.15	68.86	69.84	70.09
TAMFN2026.07		70.49	71.15	68.86	69.84	70.09
TBN2026.07		67.94	67.06	70.33	68.56	68.47
STST2026.01		67.76	69.2	64.01	66.23	66.8
STST2026.07		67.76	69.2	64.01	66.23	66.8
BLSTM2026.01		66.85	65.81	70.33	67.83	67.71
Bi-LSTM2026.07		66.85	65.81	70.33	67.83	67.71
TFN2026.01		63.93	64.08	62.64	63.34	63.5
DepDetector2026.01		61.93	60.36	72.16	65.08	64.88
DepTrans2026.07		61.93	60.36	72.16	65.08	64.88
KNN2026.01		56.83	57.43	50.92	53.92	54.77