Information Retrieval on REAL-MM-RAG and BEIR (average)
66Recall@5Full ColBERT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Full ColBERTCoverage=100%2026.02 | 66 | 58 | 61 | — | — | — | |
| Col-BanditCoverage=40%2026.02 | 65 | 57 | 60 | 98.8 | 98.9 | 99.1 | |
| Doc-TopMarginCoverage=40%2026.02 | 61 | 54 | 56 | 93.1 | 92.3 | 92.7 | |
| Col-BanditCoverage=20%2026.02 | 60 | 54 | 57 | 90.9 | 93.1 | 93.4 | |
| Doc-UniformCoverage=40%2026.02 | 54 | 46 | 48 | 82.6 | 79.1 | 78.9 |