Textual Emotion Analysis on DFEC 2000 (test) benchmark leaderboard · SOTA2 Research

Textual Emotion Analysis on DFEC 2000 (test)

9.01VideoChatGPT Score (Overall)FaVChat-Qwen3

Evaluation Results

Method	Links
FaVChat-Qwen32025.03		9.01	4.87	4.82	4.74	4.81	44.7	46.9	52.3
FaVChat-Qwen2.52025.03		8.89	4.84	4.79	4.69	4.78	44.3	45.4	48.7
Qwen3-VL-8B-Face2025.03		8.87	4.58	4.46	4.47	4.51	29.7	31.2	42.9
Qwen2.5-VL-7B-Face2025.03		8.64	4.51	4.41	4.45	4.22	27.4	26.1	46.3
Qwen2.5-VL-72B2025.03		8.47	4.61	4.47	4.59	4.78	28.1	31.7	45.3
Qwen3-VL-30B-A3B2025.03		8.44	4.63	4.51	4.57	4.81	30.4	33.1	46.1
Qwen3-VL-8B2025.03		7.99	4.49	4.37	4.41	4.33	26.2	25.7	42.1
Qwen2.5-VL-7B2025.03		7.84	4.49	4.36	4.43	4.21	26.1	25.4	41.7
Claude4-Sonnet2025.03		7.84	4.55	4.64	4.77	4.84	31.2	34.2	47.2
GPT-4o2025.03		7.67	4.22	3.97	4.48	3.9	26.4	21.3	43.2
Omni-Emotion2025.03		7.53	4.57	4.38	4.73	4.24	40.7	46.1	50.4
HumanOmni2025.03		7.51	4.58	4.41	4.7	4.41	41.2	46.8	52.3
PLLaVA2025.03		7.47	4.21	4.15	4.37	4.08	26.8	25	39.3
FaceTrack-MM2025.03		7.47	4.42	4.3	4.6	4.26	41.8	47.3	48.3
Emotion-LLaMA2025.03		7.42	4.17	4.33	4.54	4.19	29.4	41.3	37.2
VideoLLaMA22025.03		7.41	4.17	4.02	4.47	3.93	25.3	26.6	34.4
ShareGPT4Video2025.03		7.33	4.24	4.13	4.35	4.09	19.2	20.5	39.4
LLaVA-Next-Video2025.03		7.14	4.19	4.07	4.39	4.04	25	24.9	39.5
Qwen2.5-VL-3B2025.03		7.01	4.01	3.98	4.37	3.88	20.2	22.1	40.6
LLaMA-VID2025.03		6.98	3.95	4.01	4.22	3.71	19.5	23.1	33.9
ST-LLM2025.03		6.79	4	3.98	4.31	3.94	21.3	23.8	32.1
Chat-UniVI2025.03		6.76	3.64	3.63	4.21	3.61	18.9	23.1	39.6
LLaVA-OneVision2025.03		6.72	3.68	3.47	4.1	3.42	11.5	16.5	37.9
Face-MLLM2025.03		6.62	3.31	3.54	3.79	2.67	20.4	19.7	30.4
VideoChat22025.03		6.47	3.7	3.56	4.16	3.52	20.2	22.9	31.1
Tarsier2025.03		6.42	3.59	3.5	4.07	3.41	14.3	18.5	41.5
VideoLLaMA2025.03		6.12	3.6	3.67	3.84	3.5	18.9	19.6	30.3
VideoChat2025.03		5.92	3.47	3.52	3.92	3.38	25.1	19.2	34.4