ColPali: Efficient Document Retrieval with Vision Language Models

Open paper
Benchmark Model Rank Results
visual-document-retrieval-on-vidoreColQwen2.5 v0.2#2NDCG@5: 89.4
visual-document-retrieval-on-vidoreColQwen2 v1.0#3NDCG@5: 89.3
visual-document-retrieval-on-vidoreColQwen2.5 v0.1#5NDCG@5: 88.8
visual-document-retrieval-on-vidoreColQwen2 v0.1#6NDCG@5: 87.3
visual-document-retrieval-on-vidoreColPali v1.3#8NDCG@5: 84.8
visual-document-retrieval-on-vidoreColPali v1.2#9NDCG@5: 83.9
visual-document-retrieval-on-vidoreColSmol 500M#10NDCG@5: 82.3
visual-document-retrieval-on-vidoreColPali v1.1#11NDCG@5: 81.5
visual-document-retrieval-on-vidoreColPali#12NDCG@5: 81.3
visual-document-retrieval-on-vidoreColSmol 256M#14NDCG@5: 80.1

Rank counts only results with a code link.