Evidence Retrieval on Mocheg (Rec@1, Rec@5, Rec@7)
24.4Recall@1MEVER
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEVERModality=Multi-modal2026.02 | 24.4 | 45.2 | 48.7 | |
| JustiLMModality=Multi-modal2026.02 | 23.4 | 43.8 | 47 | |
| TransXH+ViTModality=Multi-modal, Backbone=ViT2026.02 | 23.4 | 30.2 | 31.6 | |
| RAVModality=Multi-modal2026.02 | 22.8 | 43 | 46.4 | |
| MEVERAblation=Without images, Modality=Text-only2026.02 | 22.6 | 42.3 | 45.6 | |
| MochegModelModality=Multi-modal2026.02 | 22.2 | 30.2 | 31.6 | |
| BM25Modality=Text-only2026.02 | 17.9 | 30.8 | 32.9 |