OpenCodePapers

visual-document-retrieval-on-vidore

Document UnderstandingVisual Document Retrieval
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PaperCodeNDCG@5ModelNameReleaseDate
EVIE: High-Performance Multilingual Visual Document Retrieval with Matryoshka Embeddings and Token Compression✓ Link92.18EVIE-8B2026-09-07
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link89.4ColQwen2.5 v0.22024-06-27
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link89.3ColQwen2 v1.02024-06-27
LightSTAR: Efficient Visual Document Retrieval via Lightweight Selection with Vision-Adaptive Refinement✓ Link89.1LightSTAR2026-06-22
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link88.8ColQwen2.5 v0.12024-06-27
NeoMME: A Single-Tower Multimodal-Native Multilingual Foundation Encoder for Efficient Fine-Tuning and Inference87.44NeoMME-800M-Retriever (late interaction)2026-08-31
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link87.3ColQwen2 v0.12024-06-27
Generative Late-Interaction Embeddings For Visual Document Retrieval✓ Link86.8GLIE (ColQwen2 v1.0, k=64)2026-09-10
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link84.8ColPali v1.32024-06-27
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link83.9ColPali v1.22024-06-27
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link82.3ColSmol 500M2024-06-27
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link81.5ColPali v1.12024-06-27
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link81.3ColPali2024-06-27
ModernVBERT: Towards Smaller Visual Document Retrievers✓ Link81.2ColModernVBERT2025-10-01
ColPali: Efficient Document Retrieval with Vision Language Models✓ Link80.1ColSmol 256M2024-06-27
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