Multimodal Sentiment Analysis on CMU-MOSI cross-dataset evaluation (test) benchmark leaderboard · SOTA2 Research

Multimodal Sentiment Analysis on CMU-MOSI cross-dataset evaluation (test)

85.5Accuracy (2-class)OMG-Agent

Evaluation Results

Method	Links
OMG-Agent2026.02		85.5	85	43.7
OMG-Agent2026.02		84.4	84.3	42.9
OMG-Agent2026.02		84	84.2	43.3
IMDer2026.02		83.8	83.9	40.6
OMG-Agent2026.02		83.8	83.8	42.5
IMDer2026.02		83.2	83	41.8
IMDer2026.02		83.2	83	42.1
IMDer2026.02		82.8	82.7	39.1
CorrKD2026.02		82.6	82.4	42.9
CorrKD2026.02		82.5	82.3	43.6
CorrKD2026.02		82.5	82.3	43
PMSM2026.02		82.5	82.2	38.5
PMSM2026.02		82.3	41.9	43.6
PMSM2026.02		82.3	82.2	35.3
PMSM2026.02		82.3	82.2	35.3
CorrKD2026.02		82	81.9	43.4
OMG-Agent2026.02		62	61.8	21.9
PMSM2026.02		61.1	59.1	22.7
OMG-Agent2026.02		60.5	57.2	20.9
OMG-Agent2026.02		60.2	58.4	21.1
IMDer2026.02		59.3	58.9	21.4
PMSM2026.02		58.9	43.4	13.5
IMDer2026.02		58.8	45.4	15.5
CorrKD2026.02		57.9	44.7	19.5
IMDer2026.02		57.8	42.3	15.5
CorrKD2026.02		55.5	55.8	15.7
PMSM2026.02		55.3	44.2	15.5
CorrKD2026.02		51.1	51.4	16.2