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ResearchFormerly WizWand

Video Quality Justification on S2I-Bench

3.02CI ScoreLLaVA-OneVision
1.99042.25772.5252.7923Jun 26, 2025
Updated 7mo ago

Evaluation results

MethodLinks
LLaVA-OneVisionLLM Variant=Vicuna-v1.1-7B, S2I-Tuned=Yes2025.063.022.492.132.249.88
InternVL-ChatLLM Variant=Vicuna-7B, S2I-Tuned=Yes2025.062.682.742.112.199.72
LLaVA-Next-VideoLLM Variant=Mistral-7B, S2I-Tuned=Yes2025.062.432.352.162.079.01
VideoLLaMA3LLM Variant=Qwen2.5-7B, S2I-Tuned=Yes2025.062.382.282.252.369.27
Video-LLaVALLM Variant=Vicuna-v1.5-7B, S2I-Tuned=Yes2025.062.282.371.971.888.5
GPT-4o2025.062.282.232.112.228.84
LLaVA-VideoLLM Variant=Qwen2-7B, S2I-Tuned=Yes2025.062.222.32.252.319.08
Gemini 1.5 Pro2025.062.212.222.151.958.53
InternVL-ChatLLM Variant=Vicuna-7B, S2I-Tuned=No (Baseline)2025.062.192.261.91.678.02
VideoLLaMA3LLM Variant=Qwen2.5-7B, S2I-Tuned=No (Baseline)2025.062.142.141.972.068.31
VideoLLaMA3-7Bbaseline=true2025.062.142.141.972.068.31
LLaVA-OneVisionLLM Variant=Vicuna-v1.1-7B, S2I-Tuned=No (Baseline)2025.062.112.31.831.727.96
GPT-4o mini2025.062.112.082.091.978.25
LLaVA-Next-VideoLLM Variant=Mistral-7B, S2I-Tuned=No (Baseline)2025.062.082.191.771.647.68
LLaVA-VideoLLM Variant=Qwen2-7B, S2I-Tuned=No (Baseline)2025.062.052.082.061.988.17
LLaVA-Video-7Bbaseline=true2025.062.052.082.061.988.17
Video-LLaVALLM Variant=Vicuna-v1.5-7B, S2I-Tuned=No (Baseline)2025.062.032.061.61.467.15