Classification on Cele+Asv leave-one-modality-out (val) benchmark leaderboard · SOTA2 Research

Classification on Cele+Asv leave-one-modality-out (val)

61.3Accuracy (Vid Modality)CondCAD

Evaluation Results

Method	Links
CondCAD2026.04		61.3	59.4	59.42	60.04
CDANN2026.04		60.96	60.12	58.81	59.96
CondCAD2026.04		60.15	58.95	59.25	59.45
IB_ERM2026.04		59.61	59.73	59.78	59.71
Mixup2026.04		59.52	56.87	58.99	58.46
ERM2026.04		59.42	58.76	58.43	58.87
CDANN2026.04		59.42	59.07	60.04	59.51
ERM++2026.04		59.35	58.16	58.79	58.77
CondCAD2026.04		59.33	61.58	60.55	60.49
Concat2026.04		59.15	59.41	60.09	59.55
CDANN2026.04		59.1	60.32	59.41	59.61
Mixup2026.04		59.03	57.44	59.62	58.7
IRM2026.04		59	57.41	59.28	58.56
EQRM2026.04		58.99	58.6	58.96	58.85
OGM2026.04		58.93	58.82	58.68	58.81
ERM++2026.04		58.88	59.79	57.89	58.85
ERM2026.04		58.87	58.7	58.13	58.57
IB_ERM2026.04		58.64	59.16	58.77	58.86
SagNet2026.04		58.63	57.09	58.33	58.02
ERM++2026.04		58.58	57.74	58.35	58.22
DLMG2026.04		58.42	59.24	59.04	58.9
IRM2026.04		58.33	57.88	57.47	57.89
DLMG2026.04		58.21	58.03	57.52	57.92
SagNet2026.04		58.2	59.2	58.53	58.64
Mixup2026.04		58.12	58.08	58.62	58.27
URM2026.04		57.99	57.98	59.46	58.48
OGM2026.04		57.95	59.33	58.1	58.46
EQRM2026.04		57.83	57.59	58.6	58.01
SagNet2026.04		57.78	57.08	58.79	57.88
IB_ERM2026.04		57.76	59.01	58.55	58.44
ERM2026.04		57.68	58.02	57.41	57.7
Concat2026.04		57.56	59.15	58.41	58.37
IRM2026.04		57.47	58.57	58.16	58.07
URM2026.04		57.47	57.77	58.9	58.05
Concat2026.04		57.31	59.26	57.78	58.12
DLMG2026.04		57.28	58.35	57.18	57.6
OGM2026.04		57.28	59.04	57.37	57.9
EQRM2026.04		56.82	59.65	57.02	57.83
URM2026.04		55.94	57.6	59.08	57.54