Visual Document Retrieval on ViDoRe 8 datasets v3
59NDCG@5Tomoro-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Tomoro-8BBackbone=ColQwen3-8B, Params=8.0B, Scoring=MaxSim2026.03 | 59 | |
| Tomoro-4BBackbone=ColQwen3-4B, Params=4.0B, Scoring=MaxSim2026.03 | 57.6 | |
| ColNomic-7BBackbone=ColQwen2.5-7B, Params=7.0B, Scoring=MaxSim2026.03 | 55.9 | |
| Qwen3-VL-EmbBackbone=Qwen3-VL-2B, Params=2.0B, Scoring=Cosine2026.03 | 50 | |
| NanoVDR-S-MultiBackbone=DistilBERT, Params=69M, Scoring=Cosine2026.03 | 46.5 | |
| NanoVDR-MBackbone=BERT-base, Params=112M, Scoring=Cosine2026.03 | 44.7 | |
| NanoVDR-LBackbone=ModernBERT-base, Params=151M, Scoring=Cosine2026.03 | 44.2 | |
| NanoVDR-SBackbone=DistilBERT, Params=69M, Scoring=Cosine2026.03 | 43.5 | |
| ColPaliBackbone=PaliGemma-3B, Params=3.0B, Scoring=MaxSim2026.03 | 42 | |
| DSE-Qwen2Backbone=Qwen2-VL-2B, Params=2.0B, Scoring=Cosine2026.03 | 41.3 | |
| JinaCLIPBackbone=CLIP-ViT-L, Params=400M, Scoring=Cosine2026.03 | 20.7 | |
| ColModernVBertBackbone=ModernBERT-base, Params=250M, Scoring=MaxSim2026.03 | 17.4 | |
| SigLIP2Backbone=So400m, Params=400M, Scoring=Cosine2026.03 | 14.8 | |
| BiModernVBertBackbone=ModernBERT-base, Params=250M, Scoring=Cosine2026.03 | 5.5 |