Cybersickness classification on Simulation 10-fold 2021 (val) benchmark leaderboard · SOTA2 Research

Cybersickness classification on Simulation 10-fold 2021 (val)

97Precision (N)SVM-RBF

Evaluation Results

Method	Links
SVM-RBF2026.04		97	60	58	81	89	81	74	82	93	69	65	81	86	10.15	77	7.8
Random Forest2026.04		97	66	65	77	91	82	72	87	94	73	68	81	89	7.15	79	5.6
Extra Trees2026.04		97	71	72	82	93	82	74	91	95	76	73	86	90	3.1	82	2.4
XGBoost2026.04		96	78	77	86	97	78	69	87	96	78	73	86	92	1.15	83	1.6
DeepTCN2026.04		96	71	70	80	95	74	72	84	95	72	71	82	90	4	80	4.4
GRU2026.04		95	67	62	78	93	70	65	76	94	68	63	77	87	8.55	75	9
LSTM2026.04		95	70	64	79	94	71	65	78	94	70	64	78	88	6.9	77	7.3
TD-CNN-LSTM2026.04		95	71	71	81	94	74	72	75	95	72	71	77	89	5.4	79	6
ALSTM-FCN2026.04		95	75	71	83	96	71	72	81	95	73	71	82	90	3.25	80	3.5
CNN-LSTM2026.04		94	71	69	80	95	69	66	73	94	69	67	76	88	7	77	7.9
Stacking-Tree2026.04		86	93	93	92	99	43	47	63	92	59	62	75	87	9.35	72	10.5