Document Retrieval on ViDoRe
87.4ArxQ ScoreColQwen
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ColQwenTraining=finetuned on ViDoRe2026.07 | 87.4 | 60.4 | 92.1 | 89.6 | 81.5 | 89.5 | 98.3 | 96.3 | 95.8 | 98.6 | 88.9 | |
| CMDR-EmbedQwenMultitask Learning=true2026.07 | 87.2 | 63.7 | 89.7 | 91 | 81.8 | 88.3 | 98.6 | 95.5 | 97.1 | 98.9 | 89.2 | |
| CMDR-EmbedPaliMultitask Learning=true2026.07 | 84.2 | 60.3 | 83.5 | 90.9 | 71.6 | 78.4 | 99.4 | 95.1 | 96.2 | 96.1 | 85.6 | |
| CMDR-EmbedQwen2026.07 | 82.3 | 56.1 | 88.1 | 92.3 | 74.3 | 84.7 | 94.8 | 92.8 | 93.7 | 95.4 | 85.5 | |
| ColPaliTraining=finetuned on ViDoRe2026.07 | 79.6 | 57.7 | 81.9 | 81.5 | 65.5 | 70 | 97.1 | 92.1 | 92.2 | 94.1 | 81.2 | |
| CMDR-EmbedPali2026.07 | 76.4 | 52.8 | 82.4 | 88.2 | 59.1 | 75.1 | 97 | 91 | 92.2 | 95 | 80.9 |