Emotion Cognition and Reasoning on HitEmotion ECR level 1.0 (test) benchmark leaderboard · SOTA2 Research

Emotion Cognition and Reasoning on HitEmotion ECR level 1.0 (test)

35.94EERLLaVA-NeXT-Video-7B

Evaluation Results

Method	Links
LLaVA-NeXT-Video-7B2026.02		35.94	46.8	43.1	13.05	46.36	18.42
HumanOmni-7B2026.02		38.85	47.93	28.4	13.19	49.4	16.43
R1-Omni-0.5B2026.02		39.67	43.73	43	16.13	53	19.93
MiniCPM-V-2.6-8B2026.02		39.68	33.93	50.4	16.44	51.4	21.83
Qwen2.5-VL-7B2026.02		40.62	50.53	48.2	15.07	49	14.64
Emotion-LLaMA-7B2026.02		42.81	49.53	53	19.28	52.6	19.02
AffectGPT-7B2026.02		43.75	46.27	50.4	10.81	52.73	15.12
VideoLLaMA3-7B2026.02		45.31	31.29	39.56	13.09	37.56	13.16
LLaVA-One-Vision-7B2026.02		46.88	47.4	44.6	10.83	45.2	16.22
InternVL3-8B2026.02		50	47	46.4	16.41	51.4	17.61
InternVL3-38B2026.02		50.31	50.67	51.4	19.28	55.8	25.73
Qwen2.5-Omni-7B2026.02		51.25	48.67	49.2	13.83	53.4	17.76
Qwen2.5-VL-32B2026.02		54.69	53.4	53.4	19.6	55.6	23.79
GPT-4o2026.02		57.81	54.13	55.83	20.93	56.6	25.77
Gemini-2.5-Flash2026.02		58.33	54.47	58.2	27.11	61.49	28.02
GPT-4o2026.02		60	64.33	66	22.48	64.8	42.29
TMPO2026.02		60.1	62.36	59.75	26.33	59.92	40.5
GPT-4.12026.02		60.31	57.67	61.04	26.86	66.2	36.73
Gemini-2.5-Flash2026.02		64.13	63.93	66.6	31.43	64.1	45.22
GPT-4.12026.02		65.86	69	71.79	28.11	68.67	47.75
Gemini-2.5-Pro2026.02		66.13	65.13	59.23	33.33	66.61	41.22
Gemini-2.5-Pro2026.02		71.94	70.27	68.2	37.7	69	52.78
TMPO2026.02		73.13	72.27	72.45	39.34	70.13	54.16