Video Quality Scoring on Maxwell intra-dataset
0.847SRCCLLaVA-Next-Video (Mistral-7B)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLaVA-Next-Video (Mistral-7B)S2I-Tuned=Yes2025.06 | 0.847 | 0.795 | |
| LLaVA-Video (Qwen2-7B)S2I-Tuned=Yes2025.06 | 0.826 | 0.774 | |
| Video-LLaVA (Vicuna-v1.5-7B)S2I-Tuned=Yes2025.06 | 0.808 | 0.834 | |
| VideoLLaMA3 (Qwen2.5-7B)S2I-Tuned=Yes2025.06 | 0.801 | 0.761 | |
| LLaVA-OneVision (Vicuna-v1.1-7B)S2I-Tuned=Yes2025.06 | 0.795 | 0.812 | |
| InternVL-Chat (Vicuna-7B)S2I-Tuned=Yes2025.06 | 0.703 | 0.723 | |
| LLaVA-Video (Qwen2-7B)S2I-Tuned=No (Baseline)2025.06 | 0.564 | 0.557 | |
| VideoLLaMA3 (Qwen2.5-7B)S2I-Tuned=No (Baseline)2025.06 | 0.548 | 0.516 | |
| LLaVA-Next-Video (Mistral-7B)S2I-Tuned=No (Baseline)2025.06 | 0.503 | 0.457 | |
| LLaVA-OneVision (Vicuna-v1.1-7B)S2I-Tuned=No (Baseline)2025.06 | 0.474 | 0.428 | |
| Video-LLaVA (Vicuna-v1.5-7B)S2I-Tuned=No (Baseline)2025.06 | 0.451 | 0.394 | |
| InternVL-Chat (Vicuna-7B)S2I-Tuned=No (Baseline)2025.06 | 0.358 | 0.302 |