Multimodal Emotion Reasoning on MME Emotion benchmark leaderboard · SOTA2 Research

Multimodal Emotion Reasoning on MME Emotion

57.3ER-LabMER-R1

Evaluation Results

Method	Links
MER-R12026.06		57.3	49.6	38.7	37.2	42.2	72.1	33.9	62.9	38.4	64.6	51.5
OPPO2026.06		54.6	45.5	42	40.7	39.6	66.2	34.8	60.6	31	68.1	49.5
VideoAuto-R12026.06		49.4	44.4	40.2	33.1	37.3	64.8	32.8	56.7	34.5	58.8	46.6
Baseline2026.06		47	40.8	35	35.6	37.7	59	32.4	58.7	27.9	62.7	45.3
Baseline2026.06		47	40.8	35	35.6	37.7	59	32.4	58.7	27.9	62.7	45.3
AffectGPT2026.06		35	32.8	32.6	44.2	31.3	50.7	30	47.9	19.7	57.4	38.6
AffectGPT2026.06		35	32.8	32.6	44.2	31.3	50.7	30	47.9	19.7	57.4	38.6
Emotion-LLaMA2026.06		31.7	19.7	31.7	36.4	29.5	49.3	27.3	40.7	21.1	42.4	31.8
Emotion-LLaMA2026.06		31.7	19.7	31.7	36.4	29.5	49.3	27.3	40.7	21.1	42.4	31.8
PandaGPT2026.06		28.5	23.2	25.2	41.4	28.9	26.3	29.2	37.7	21.6	38.4	30
PandaGPT2026.06		28.5	23.2	25.2	41.4	28.9	26.3	29.2	37.7	21.6	38.4	30