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Textual Emotion Analysis on DFEC 2000 (test)

9.01VideoChatGPT Score (Overall)

FaVChat-Qwen3

Updated 1mo ago

Evaluation Results

Method	Links
FaVChat-Qwen3 2025.03		9.01	4.87	4.82	4.74	4.81	44.7	46.9	52.3
FaVChat-Qwen2.5 2025.03		8.89	4.84	4.79	4.69	4.78	44.3	45.4	48.7
Qwen3-VL-8B-Face 2025.03		8.87	4.58	4.46	4.47	4.51	29.7	31.2	42.9
Qwen2.5-VL-7B-Face 2025.03		8.64	4.51	4.41	4.45	4.22	27.4	26.1	46.3
Qwen2.5-VL-72B 2025.03		8.47	4.61	4.47	4.59	4.78	28.1	31.7	45.3
Qwen3-VL-30B-A3B 2025.03		8.44	4.63	4.51	4.57	4.81	30.4	33.1	46.1
Qwen3-VL-8B 2025.03		7.99	4.49	4.37	4.41	4.33	26.2	25.7	42.1
Qwen2.5-VL-7B 2025.03		7.84	4.49	4.36	4.43	4.21	26.1	25.4	41.7
Claude4-Sonnet 2025.03		7.84	4.55	4.64	4.77	4.84	31.2	34.2	47.2
GPT-4o 2025.03		7.67	4.22	3.97	4.48	3.9	26.4	21.3	43.2
Omni-Emotion 2025.03		7.53	4.57	4.38	4.73	4.24	40.7	46.1	50.4
HumanOmni 2025.03		7.51	4.58	4.41	4.7	4.41	41.2	46.8	52.3
PLLaVA 2025.03		7.47	4.21	4.15	4.37	4.08	26.8	25	39.3
FaceTrack-MM 2025.03		7.47	4.42	4.3	4.6	4.26	41.8	47.3	48.3
Emotion-LLaMA 2025.03		7.42	4.17	4.33	4.54	4.19	29.4	41.3	37.2
VideoLLaMA2 2025.03		7.41	4.17	4.02	4.47	3.93	25.3	26.6	34.4
ShareGPT4Video 2025.03		7.33	4.24	4.13	4.35	4.09	19.2	20.5	39.4
LLaVA-Next-Video 2025.03		7.14	4.19	4.07	4.39	4.04	25	24.9	39.5
Qwen2.5-VL-3B 2025.03		7.01	4.01	3.98	4.37	3.88	20.2	22.1	40.6
LLaMA-VID 2025.03		6.98	3.95	4.01	4.22	3.71	19.5	23.1	33.9
ST-LLM 2025.03		6.79	4	3.98	4.31	3.94	21.3	23.8	32.1
Chat-UniVI 2025.03		6.76	3.64	3.63	4.21	3.61	18.9	23.1	39.6
LLaVA-OneVision 2025.03		6.72	3.68	3.47	4.1	3.42	11.5	16.5	37.9
Face-MLLM 2025.03		6.62	3.31	3.54	3.79	2.67	20.4	19.7	30.4
VideoChat2 2025.03		6.47	3.7	3.56	4.16	3.52	20.2	22.9	31.1
Tarsier 2025.03		6.42	3.59	3.5	4.07	3.41	14.3	18.5	41.5
VideoLLaMA 2025.03		6.12	3.6	3.67	3.84	3.5	18.9	19.6	30.3
VideoChat 2025.03		5.92	3.47	3.52	3.92	3.38	25.1	19.2	34.4