Late-Interaction Retrieval on REAL-MM-RAG v1 (test)
91Mean Coverage (90% Overlap@1)Doc-Uniform
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Doc-UniformBackbone=Granite Vision Embedding, Pruning Strategy=Uniform sampling2026.02 | 91 | 98 | 1.1 | 1 | 96 | 100 | 1 | 1 | |
| Doc-TopMarginBackbone=Granite Vision Embedding, Pruning Strategy=Top margin pruning2026.02 | 77 | 89 | 1.3 | 1.1 | 86 | 93 | 1.2 | 1.1 | |
| Col-BanditBackbone=Granite Vision Embedding, Pruning Strategy=Zero-shot query-time pruning2026.02 | 16 | 18 | 6.3 | 5.9 | 31 | 41 | 3.2 | 2.5 |