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Classification on LAV-DF leave-one-modality-out cross-validation

63.83Accuracy (Video)

IRM

Updated 9d ago

Evaluation Results

Method	Links
IRM 2026.04		63.83	61.86	62.22	62.64
IRM 2026.04		63.11	61.55	60.1	61.59
IB_ERM 2026.04		61.47	60.55	61.84	61.29
ERM 2026.04		61.36	60.71	58.69	60.25
CDANN 2026.04		61.24	60.9	58.87	60.34
EQRM 2026.04		60.99	61.97	59.35	60.77
SagNet 2026.04		60.96	60.74	61.73	61.14
Mixup 2026.04		60.95	60.01	60.47	60.48
ERM 2026.04		60.85	59.08	60.33	60.09
IRM 2026.04		60.8	60.9	61.24	60.98
ERM++ 2026.04		60.77	61.35	61.36	61.16
ERM++ 2026.04		60.73	59.27	59.43	59.81
DLMG 2026.04		60.72	62.01	60.53	61.09
ERM 2026.04		60.69	59.12	60.2	60
SagNet 2026.04		60.64	59.35	61.15	60.38
Mixup 2026.04		60.6	60.65	61.98	61.08
IB_ERM 2026.04		60.38	58.89	59.86	59.71
URM 2026.04		60.32	60.24	60.32	60.29
CDANN 2026.04		60.31	60.18	60.51	60.33
EQRM 2026.04		60.26	61.46	60.1	60.61
Concat 2026.04		60.17	60.28	59.86	60.1
OGM 2026.04		60.14	59.08	58.63	59.28
Mixup 2026.04		60.14	60.15	60.85	60.38
ERM++ 2026.04		60.08	60.73	59.48	60.1
DLMG 2026.04		59.71	61.28	59.94	60.31
CDANN 2026.04		59.7	60.42	59.62	59.91
SagNet 2026.04		59.68	59.54	59.83	59.68
Concat 2026.04		59.62	59.31	59.67	59.53
CondCAD 2026.04		59.53	60.98	58.7	59.74
Concat 2026.04		59.47	59.15	59.82	59.48
URM 2026.04		59.44	60.07	58.25	59.25
EQRM 2026.04		59.43	58.99	61.67	60.03
OGM 2026.04		59.35	59.1	60.92	59.79
CondCAD 2026.04		59.26	60.48	59.7	59.81
DLMG 2026.04		59.08	59.93	61.02	60.01
CondCAD 2026.04		58.99	59.58	60.52	59.7
URM 2026.04		58.86	60.57	61.53	60.32
OGM 2026.04		58.77	58.9	60.63	59.43
IB_ERM 2026.04		58.72	61.24	59.63	59.86