Retrieval on InfoVQA
93.17R@3LILaC (w/ MM-Embed)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LILaC (w/ MM-Embed)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 93.17 | 86.83 | |
| VisRAG-RetEmbedder Type=Image, In-domain fine-tuning=true2026.02 | 92.76 | 86.22 | |
| ColPaliEmbedder Type=Image, In-domain fine-tuning=true2026.02 | 88.3 | 82.76 | |
| NV-Embed-v2Embedder Type=Text, In-domain fine-tuning=false2026.02 | 86.21 | 80.86 | |
| LILaC (w/ UniME)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 82.28 | 75.27 | |
| LILaC (w/ mmE5)Embedder Type=Multimodal, In-domain fine-tuning=false2026.02 | 75.09 | 69.86 |