Classification on Fakeavcele leave-one-modality-out (cross-val) benchmark leaderboard · SOTA2 Research

Classification on Fakeavcele leave-one-modality-out (cross-val)

63.33Accuracy (Vid)Concat

Evaluation Results

Method	Links
Concat2026.04		63.33	64.07	61.78	63.06
IB_ERM2026.04		63.29	60.6	62.74	62.21
IB_ERM2026.04		63.21	61.03	62.83	62.36
OGM2026.04		62.93	61.69	63.13	62.58
DLMG2026.04		62.88	62.09	63.48	62.82
Concat2026.04		62.77	63.45	62.94	63.05
ERM++2026.04		62.69	61.5	62.98	62.39
CDANN2026.04		62.39	62.06	63.38	62.61
IB_ERM2026.04		62.3	61.07	63.4	62.26
CondCAD2026.04		61.94	61.67	62.53	62.05
CDANN2026.04		61.84	62.68	62.36	62.29
URM2026.04		61.84	62.93	59.88	61.55
OGM2026.04		61.78	62.98	61.3	62.02
DLMG2026.04		61.77	60.46	61.9	61.38
CondCAD2026.04		61.76	60.72	61.8	61.43
Mixup2026.04		61.61	60.81	62.7	61.71
ERM2026.04		61.57	59.87	61.46	60.97
SagNet2026.04		61.53	60.84	62.03	61.47
URM2026.04		61.48	60.41	60.98	60.96
ERM++2026.04		61.38	63.2	60.9	61.83
DLMG2026.04		61.24	62.45	63.76	62.48
EQRM2026.04		61.22	61.97	64.15	62.45
CondCAD2026.04		61.21	61.86	63.45	62.17
CDANN2026.04		61.17	62.01	61.94	61.71
Mixup2026.04		61.11	60.53	62.71	61.45
IRM2026.04		61	61.1	63.96	62.02
EQRM2026.04		60.99	60.18	62.47	61.21
URM2026.04		60.71	63.5	61	61.74
EQRM2026.04		60.57	61.62	63.61	61.93
OGM2026.04		60.52	62.32	62.68	61.84
ERM2026.04		60.37	61.11	62.17	61.22
IRM2026.04		60.15	59.65	62.84	60.88
ERM++2026.04		60.13	62.56	60.4	61.03
Mixup2026.04		60.09	60.06	62.81	60.99
ERM2026.04		60.03	59.89	61.21	60.38
SagNet2026.04		60.02	62.22	62.56	61.6
Concat2026.04		59.99	63.13	60.37	61.16
IRM2026.04		59.8	59.73	63.4	60.98
SagNet2026.04		59.45	59.41	61.73	60.2