Document Retrieval on ViDoRe v2
0.592NDCG@5ColQwen2.5-v0.2
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ColQwen2.5-v0.22025.12 | 0.592 | 66.4 | 0.484 | 0.711 | — | |
| Jina-Embeddings-v42025.12 | 0.576 | 68.6 | — | — | — | |
| GME-Qwen2-VL-2BParameters=2B2025.12 | 0.574 | 63 | 0.466 | 0.69 | — | |
| ColNomic-Embed-3BParameters=3B2025.12 | 0.556 | 63.3 | 0.451 | 0.672 | — | |
| NetraEmbed2025.12 | 0.554 | 63.7 | 0.437 | 0.647 | — | |
| ColNetraEmbed2025.12 | 0.551 | 66.4 | 0.445 | 0.445 | — | |
| ColQwen2-v1.02025.12 | 0.545 | 64 | 0.438 | 0.653 | — | |
| ColPali-v1.32025.12 | 0.538 | 62.7 | 0.436 | 0.644 | — | |
| ColPali-v1.22025.12 | 0.506 | 59.1 | 0.411 | 0.611 | — | |
| ColSmol-500MParameters=500M2025.12 | 0.435 | 54.4 | 0.347 | 0.535 | — | |
| Amazon Nova MMEModality=V/A/I/T2026.05 | — | — | — | — | 60.6 | |
| Gemini Embedding 2Modality=V/A/I/T2026.05 | — | — | — | — | 64.9 | |
| multimodalembedding@001Modality=I/T2026.05 | — | — | — | — | 28.9 | |
| Voyage-3.5-multimodalModality=V/I/T2026.05 | — | — | — | — | 65.5 |