Article Generation on WikiVideo (test)
94.5InfoP ScoreRankVideo
Evaluation Results
| Method | Links | |
|---|---|---|
| RankVideobase_retriever=LanguageBind, generation_backbone=Qwen-3-VL2026.02 | 94.5 | |
| MMMORRFreranker=None, generation_backbone=Qwen-3-VL2026.02 | 94.4 | |
| RankVideobase_retriever=CLIP, generation_backbone=Qwen-3-VL2026.02 | 91.9 | |
| RankVideobase_retriever=MMMORRF, generation_backbone=Qwen-3-VL2026.02 | 91.8 | |
| RankVideobase_retriever=OE, generation_backbone=Qwen-3-VL2026.02 | 91.2 | |
| OEreranker=None, generation_backbone=Qwen-3-VL2026.02 | 88 | |
| RankVideobase_retriever=Video-ColBERT, generation_backbone=Qwen-3-VL2026.02 | 87.1 | |
| LanguageBindreranker=None, generation_backbone=Qwen-3-VL2026.02 | 84 | |
| Video-ColBERTreranker=None, generation_backbone=Qwen-3-VL2026.02 | 83.8 | |
| CLIPreranker=None, generation_backbone=Qwen-3-VL2026.02 | 81.5 |