Retrieval on MMCoQA
55.8Recall@3LILaC (w/ MM-Embed)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LILaC (w/ MM-Embed)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 55.8 | 50.77 | |
| LILaC (w/ UniME)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 49.63 | 42.97 | |
| LILaC (w/ mmE5)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 48.88 | 40.3 | |
| NV-Embed-v2Embedder Type=Text, In-domain fine-tuning=false2026.02 | 46.16 | 41.45 | |
| ColPaliEmbedder Type=Image, In-domain fine-tuning=false2026.02 | 36.24 | 32.33 | |
| VisRAG-RetEmbedder Type=Image, In-domain fine-tuning=false2026.02 | 27.63 | 23.75 |