Document Retrieval on Nayana-IR Monolingual
0.738NDCG@5NetraEmbed
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NetraEmbed2025.12 | 0.738 | 0.844 | 0.709 | 0.751 | |
| ColNetraEmbed2025.12 | 0.67 | 0.764 | 0.645 | 0.686 | |
| ColNomic-Embed-3BParameters=3B2025.12 | 0.534 | 0.603 | 0.515 | 0.546 | |
| ColQwen2.5-v0.22025.12 | 0.453 | 0.513 | 0.437 | 0.464 | |
| GME-Qwen2-VL-2BParameters=2B2025.12 | 0.444 | 0.525 | 0.426 | 0.452 | |
| ColQwen2-v1.02025.12 | 0.413 | 0.466 | 0.398 | 0.422 | |
| ColPali-v1.32025.12 | 0.41 | 0.484 | 0.393 | 0.422 | |
| ColPali-v1.22025.12 | 0.402 | 0.474 | 0.383 | 0.412 | |
| ColSmol-500MParameters=500M2025.12 | 0.224 | 0.263 | 0.214 | 0.229 |