Retrieval on ViDoRe v1 (test)
90.71Average Recall@5LFRAG
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LFRAGmechanism=layout-oriented block aggregation and cross-attention2026.04 | 90.71 | 86.5 | 66.7 | 88.7 | 95.1 | 99.6 | 97.2 | 95.8 | 98.8 | 82.3 | 96.4 | |
| ColQwen2.5-v0.2backbone=Qwen2.5-VL-3B2026.04 | 89.53 | 88.9 | 63.6 | 92.5 | 87.9 | 99.6 | 96.1 | 95.8 | 98 | 90.8 | 82.1 | |
| ColQwen2-v0.12026.04 | 89.23 | 88 | 61.5 | 92.5 | 89.9 | 99 | 95.9 | 95.5 | 98.8 | 89 | 82.2 | |
| ColPali-v1.22026.04 | 81.62 | 80 | 59.1 | 82.2 | 70.2 | 96.9 | 92.1 | 92.8 | 94.8 | 81.9 | 66.2 |