Multimodal Retrieval on WikiVideo (test)
62.8Alpha-nDCGRankVideo
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RankVideobase_retriever=CLIP2026.02 | 62.8 | 62.9 | 82.6 | |
| RankVideobase_retriever=MMMORRF2026.02 | 60.5 | 61.7 | 78.5 | |
| RankVideobase_retriever=OE2026.02 | 58.4 | 58.7 | 77.8 | |
| RankVideobase_retriever=LanguageBind2026.02 | 56.6 | 56.3 | 75.4 | |
| RankVideobase_retriever=Video-ColBERT2026.02 | 55.3 | 52.2 | 73.4 | |
| MMMORRFreranker=None2026.02 | 54 | 50.3 | 72.4 | |
| CLIPreranker=None2026.02 | 53.8 | 49.8 | 72.4 | |
| OEreranker=None2026.02 | 53 | 45.4 | 72.1 | |
| LanguageBindreranker=None2026.02 | 47.6 | 45.7 | 63.4 | |
| Video-ColBERTreranker=None2026.02 | 43.1 | 38.3 | 63.4 |