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ResearchFormerly WizWand

Emotion Perception and Recognition on HitEmotion Level 1

79.11FESDGemini-2.5-Pro

Evaluation results

Method	Links
Gemini-2.5-Pro2026.02		79.11	63.13	31.02	72.92	77.97	79.19	51.74	69	69.31	62.25
Gemini-2.5-Pro2026.02		78.39	61.12	28.96	72.11	74.2	75.71	46.53	67.96	65	55.02
TMPO2026.02		77.12	67.63	37.18	75.41	79.12	77.03	53.91	66.13	65.91	58.74
Gemini-2.5-Flash2026.02		76.44	59.01	29.2	64.19	74.84	76.03	43.36	63.33	62.22	53.04
GPT-4.12026.02		74.74	58.06	34.55	66	76.06	74.8	43.17	69.19	57.2	56.01
GPT-4o2026.02		74	56.44	33.18	63.32	74.6	73.87	41.34	56.1	54.31	52.8
GPT-4.12026.02		71.46	56.8	31.43	64	72.46	69.6	40.81	66.19	55.2	53.2
GPT-4o2026.02		70.22	54.48	30.12	57.64	69.2	69.53	40	54	49.6	49.96
TMPO2026.02		69.39	60.85	31.34	66.23	72.49	71.33	45.58	58.71	55.43	50.2
Gemini-2.5-Flash2026.02		67.11	55.41	27.12	58.73	68.4	70.91	38.44	57.47	56.51	50.83
AffectGPT-7B2026.02		66.67	50.33	25.46	38.69	66.6	67.76	34.5	49.19	41.25	38.8
Qwen2.5-Omni-7B2026.02		64.67	51.56	22.71	56.08	64	68	32.3	54.72	44.6	48.6
HumanOmni-7B2026.02		64.44	53.77	23.82	56.75	48.2	35.2	33.9	50.31	46.2	47.6
Qwen2.5-VL-32B2026.02		63.78	53.7	25.28	57.14	65.8	68.8	34.2	43.4	41.8	47.6
LLaVA-One-Vision-7B2026.02		63.44	49.19	17.05	39.5	65.4	63	27	53.4	44.6	34.8
InternVL3-38B2026.02		63.22	53.58	24	57.16	68.8	68.8	35.73	53.46	48	50.6
InternVL3-8B2026.02		62.33	50.65	21.4	53	63.8	68	31.2	49	42.6	48.6
Qwen2.5-VL-7B2026.02		62	43.15	21.25	56.75	61.21	64.2	32.6	52.8	41.8	47.2
VideoLLaMA3-7B2026.02		61.78	46.85	21.6	52.18	64.62	67.89	35.2	45.8	41.8	42
MiniCPM-V-2.6-8B2026.02		57.53	49.39	25.15	50.13	62.65	52.45	37.42	44.9	37.59	45.21
LLaVA-NeXT-Video-7B2026.02		54.44	41.2	11.85	41.31	56.11	65.8	25.03	48.6	43.4	31.2
R1-Omni-0.5B2026.02		42.28	51.55	23.72	50.88	41.74	32.2	19.5	30.12	24.38	43.6
Emotion-LLaMA-7B2026.02		33.11	53.63	24	43.75	44.4	56.6	37	47	47.27	48.44