Document Ranking on TREC Robust (Novelty Metrics)
75FDTop-K'
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Top-K'Retrieval Model=MonoT5, Classifier=NA2024.09 | 75 | 11.12 | 100 | |
| CFIRRetrieval Model=MonoT5, Classifier=LR2024.09 | 75 | 11.45 | 68 | |
| CFIRRetrieval Model=ColBERT, Classifier=LR2024.09 | 74 | 16.45 | 65 | |
| Top-K'Retrieval Model=Splade, Classifier=NA2024.09 | 74 | 12.22 | 100 | |
| CFIRRetrieval Model=MonoT5, Classifier=RF2024.09 | 73 | 10.95 | 66 | |
| CFIRRetrieval Model=Splade, Classifier=LR2024.09 | 73 | 10.55 | 67 | |
| CFIRRetrieval Model=ColBERT, Classifier=RF2024.09 | 71 | 10.35 | 52 | |
| CFIRRetrieval Model=Splade, Classifier=RF2024.09 | 71 | 9.81 | 65 | |
| CFIRRetrieval Model=DRMM, Classifier=LR2024.09 | 65 | 13.47 | 43 | |
| CFIRRetrieval Model=BM25, Classifier=RF2024.09 | 64 | 11.12 | 57 | |
| QWRetrieval Model=MonoT5, Classifier=NA2024.09 | 63 | 10.15 | 100 | |
| CFIRRetrieval Model=DRMM, Classifier=RF2024.09 | 62 | 12.56 | 47 | |
| QWRetrieval Model=Splade, Classifier=NA2024.09 | 62 | 11.11 | 100 | |
| CFIRRetrieval Model=DSSM, Classifier=RF2024.09 | 59 | 12.46 | 100 | |
| CFIRRetrieval Model=BM25, Classifier=LR2024.09 | 58 | 13.25 | 56 | |
| CFIRRetrieval Model=DSSM, Classifier=LR2024.09 | 58 | 17.24 | 64 | |
| QWRetrieval Model=BM25, Classifier=NA2024.09 | 56 | 6.12 | 100 | |
| QWRetrieval Model=DSSM, Classifier=NA2024.09 | 52 | 7.12 | 100 | |
| QWRetrieval Model=DRMM, Classifier=NA2024.09 | 49 | 7.12 | 100 | |
| Top-K'Retrieval Model=BM25, Classifier=NA2024.09 | 41 | 12.34 | 100 | |
| QWRetrieval Model=ColBERT, Classifier=NA2024.09 | 38 | 6.14 | 100 | |
| Top-K'Retrieval Model=ColBERT, Classifier=NA2024.09 | 38 | 11.32 | 100 | |
| Top-K'Retrieval Model=DSSM, Classifier=NA2024.09 | 34 | 13.14 | 100 | |
| Top-K'Retrieval Model=DRMM, Classifier=NA2024.09 | 33 | 16.12 | 100 |