Multimodal Evidence Retrieval on Mocheg 2023 (test)
67.43Recall@20DACLR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DACLRModality=Multimodal2026.05 | 67.43 | 76.87 | 60.16 | 60.67 | 59.41 | 60.12 | |
| CIEAModality=Multimodal2026.05 | 64.23 | 70.14 | 51.12 | 51.84 | 53.73 | 54.14 | |
| MARVELModality=Multimodal2026.05 | 61.74 | 65.29 | 49.23 | 50.12 | 48.13 | 48.65 | |
| T5-ANCEModality=Multimodal2026.05 | 54.32 | 63.79 | 34.77 | 34.93 | 36.87 | 37.01 | |
| UniVL-DPModality=Multimodal2026.05 | 53.74 | 60.75 | 36.21 | 36.78 | 37.84 | 39.23 | |
| VinVL-DPRModality=Multimodal2026.05 | 49.71 | 60.11 | 33.41 | 34.71 | 31.71 | 31.84 | |
| CLIP-DPRModality=Multimodal2026.05 | 44.88 | 59.63 | 31.41 | 32.85 | 30.74 | 32.49 |