Retrieval on ViDoRe V3 (test)
79.3Accuracy (Computer Science)Nemotron-colembed-8b-v2
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Nemotron-colembed-8b-v2retrieval head dimension=40962026.06 | 79.3 | 69.82 | 67.19 | 51.54 | 66.32 | 56.03 | 67.19 | 50.84 | 63.53 | |
| Nemotron-colembed-4b-v22026.06 | 78.56 | 67.48 | 65.02 | 49.01 | 62.39 | 56.1 | 64.86 | 52.78 | 62.02 | |
| Argus-9Bretrieval head dimension=10242026.06 | 78.03 | 69.59 | 64.74 | 50.9 | 65.46 | 53.45 | 67.29 | 50.51 | 62.5 | |
| Ops-Colqwen3-4B2026.06 | 77.74 | 66.49 | 65.71 | 48.81 | 61.81 | 53.99 | 66.42 | 49.14 | 61.26 | |
| Llama-Nemotron-colembed-3b-v22026.06 | 77.09 | 64.88 | 64.23 | 44.41 | 62.28 | 51.71 | 66.04 | 46.93 | 59.7 | |
| Argus-4Bretrieval head dimension=10242026.06 | 76.97 | 68.58 | 63.54 | 51.43 | 65.64 | 54.47 | 66.08 | 50.06 | 62.09 | |
| ColNomic-embed-multimodal-7b2026.06 | 76.2 | 63.58 | 56.57 | 45.46 | 58.67 | 50.13 | 62.26 | 48.25 | 57.64 | |
| Argus-2Bretrieval head dimension=10242026.06 | 75.83 | 65.82 | 64.27 | 47.62 | 62.33 | 50.76 | 64.86 | 49.27 | 60.09 | |
| Tomoro-colqwen3-embed-4b2026.06 | 75.44 | 66.43 | 63.84 | 46.83 | 60.09 | 53.58 | 65.74 | 49.32 | 60.16 | |
| Tomoro-colqwen3-embed-8b2026.06 | 75.35 | 68.41 | 65.08 | 49.1 | 63.98 | 54.41 | 66.36 | 50.13 | 61.6 | |
| Llama-Nemoretriever-colembed-3b-v12026.06 | 75.16 | 62.07 | 60.88 | 43.77 | 58.69 | 47.09 | 63.74 | 45.13 | 57.07 | |
| Jina-embeddings-v42026.06 | 71.81 | 63.5 | 59.3 | 46.1 | 59.53 | 50.38 | 63.09 | 46.63 | 57.54 |