Classification on LAV-DF leave-one-modality-out cross-validation benchmark leaderboard · SOTA2 Research

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

63.83Accuracy (Video)IRM

Evaluation Results

Method	Links
IRM2026.04		63.83	61.86	62.22	62.64
IRM2026.04		63.11	61.55	60.1	61.59
IB_ERM2026.04		61.47	60.55	61.84	61.29
ERM2026.04		61.36	60.71	58.69	60.25
CDANN2026.04		61.24	60.9	58.87	60.34
EQRM2026.04		60.99	61.97	59.35	60.77
SagNet2026.04		60.96	60.74	61.73	61.14
Mixup2026.04		60.95	60.01	60.47	60.48
ERM2026.04		60.85	59.08	60.33	60.09
IRM2026.04		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
DLMG2026.04		60.72	62.01	60.53	61.09
ERM2026.04		60.69	59.12	60.2	60
SagNet2026.04		60.64	59.35	61.15	60.38
Mixup2026.04		60.6	60.65	61.98	61.08
IB_ERM2026.04		60.38	58.89	59.86	59.71
URM2026.04		60.32	60.24	60.32	60.29
CDANN2026.04		60.31	60.18	60.51	60.33
EQRM2026.04		60.26	61.46	60.1	60.61
Concat2026.04		60.17	60.28	59.86	60.1
OGM2026.04		60.14	59.08	58.63	59.28
Mixup2026.04		60.14	60.15	60.85	60.38
ERM++2026.04		60.08	60.73	59.48	60.1
DLMG2026.04		59.71	61.28	59.94	60.31
CDANN2026.04		59.7	60.42	59.62	59.91
SagNet2026.04		59.68	59.54	59.83	59.68
Concat2026.04		59.62	59.31	59.67	59.53
CondCAD2026.04		59.53	60.98	58.7	59.74
Concat2026.04		59.47	59.15	59.82	59.48
URM2026.04		59.44	60.07	58.25	59.25
EQRM2026.04		59.43	58.99	61.67	60.03
OGM2026.04		59.35	59.1	60.92	59.79
CondCAD2026.04		59.26	60.48	59.7	59.81
DLMG2026.04		59.08	59.93	61.02	60.01
CondCAD2026.04		58.99	59.58	60.52	59.7
URM2026.04		58.86	60.57	61.53	60.32
OGM2026.04		58.77	58.9	60.63	59.43
IB_ERM2026.04		58.72	61.24	59.63	59.86