Share your thoughts, 1 month free Claude Pro on usSee more

Video Hallucination Evaluation on EventHallusion

84.2Entire Score

Dino-Heal

Updated 4d ago

Evaluation Results

Method	Links
Dino-Heal 2026.01		84.2	4.7	93.1	48.9	-	-
DTR 2026.04		68.42	59.07	97.06	71.15	-	-
VPS 2025.09		65.8	91.2	56	67.5	-	-
Qwen3-VL-4B 2026.04		65.79	49.74	97.06	66.01	-	-
VCD 2026.04		65.79	49.22	98.04	66.01	-	-
DINO-HEAL 2026.04		64.04	47.67	97.06	64.55	-	-
VPS 2025.09		62.3	83.3	82.4	77	-	-
TCD 2026.04		62.28	51.81	97.06	66.01	-	-
VPS 2025.09		61.2	82.9	81.2	76.1	-	-
VPS 2025.09		60.5	87.2	56	65	-	-
Baseline 2025.09		60.5	82.4	80.3	75.3	-	-
Baseline 2025.09		57.9	84.3	48.7	60.1	-	-
SSCD 2026.01		50.9	48.2	57.8	51.3	-	-
LLaVA-NeXT 2026.01		46.5	52.3	44.1	48.7	-	-
SSCD 2026.01		45.6	51.3	67.6	53.8	-	-
TCD 2026.01		45.6	51.8	47.1	50.9	-	-
MotionCD 2026.01		44.7	42.5	50	45	-	-
DTR 2026.04		42.98	50.78	82.35	56.48	-	-
Baseline 2025.09		42.1	84.3	61.6	61.8	-	-
TCD 2026.04		41.23	50.26	79.41	55.01	-	-
VPS 2025.09		41.2	84.3	63.2	62.3	-	-
VPS 2025.09		40.4	85.2	62.2	61.9	-	-
InternVL3.5-14B 2026.04		40.35	47.67	82.35	54.28	-	-
DINO-HEAL 2026.04		40.35	47.15	82.35	54.03	-	-
VCD 2026.04		37.72	45.08	77.45	51.1	-	-
MotionCD 2026.01		32.5	48.7	33.3	40.3	-	-
Video-LLaVA 2026.01		31.6	57.5	43.1	46.7	-	-
TCD 2026.01		29.8	56.5	41.2	45.2	-	-
Dino-Heal 2026.01		29.8	59.6	44.1	47.4	-	-
GPT-4V/4T 2025.05		-	-	-	-	76.5	-
GPT-4o 2025.05		-	-	-	-	91.9	-
Gemini-1.5-Pro 2025.05		-	-	-	-	80.4	-
LLaVA-OneVision-72B 2025.05		-	-	-	-	59.5	58
Qwen2-VL-72B 2025.05		-	-	-	-	54.7	62.7
LLaVA-OneVision-7B 2025.05		-	-	-	-	60.1	53.2
LLaVA-NeXT-Video-7B 2025.05		-	-	-	-	64.8	50.2
Qwen2-VL-7B 2025.05		-	-	-	-	59.3	58
InternVL2.5-4B 2025.05		-	-	-	-	67.4	60.8
InternVL3-8B 2025.05		-	-	-	-	72.1	67
CoF-InternVL2.5-4B 2025.05		-	-	-	-	71.2	64.6
CoF-InternVL3-8B 2025.05		-	-	-	-	78.7	72.1