Information Retrieval on TREC DL 2019 (test)
79.77NDCG@10TCT-ColBERT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TCT-ColBERTTask=Indexing2023.05 | 79.77 | 92.79 | — | |
| DSI-QG-MultiTask=Retrieval2023.05 | 79.2 | 92.79 | — | |
| DSI-QG-D+MTask=Retrieval2023.05 | 78.38 | 92.09 | — | |
| DSI-QG-DistillTask=Indexing2023.05 | 78.36 | 91.4 | — | |
| DSI-QG-MergeTask=Indexing2023.05 | 72.15 | 87.67 | — | |
| Mohajer + Bu.LLM=Flan-T5-XL2026.05 | 69.47 | — | 338.11 | |
| DSI-QGTask=Indexing2023.05 | 69.22 | 82.56 | — | |
| Mohajer + Bu.LLM=Flan-T5-XXL2026.05 | 68.54 | — | 341.81 | |
| BM25Task=Indexing2023.05 | 68.43 | 88.37 | — | |
| PRP-Graph-10LLM=Flan-T5-XL2026.05 | 67.6 | — | 492.6 | |
| NCITask=Indexing2023.05 | 67.25 | 84.19 | — | |
| PRP-Graph-10LLM=Flan-T5-XXL2026.05 | 66.6 | — | 492.6 | |
| PRP-Graph-10LLM=Flan-T5-L2026.05 | 65.8 | — | 492.7 | |
| Mohajer + Bu.LLM=Flan-T5-L2026.05 | 61.75 | — | 354.6 | |
| PAC + Bu.LLM=Flan-T5-XL2026.05 | 61.05 | — | 184.16 | |
| PAC + Bu.LLM=Flan-T5-XXL2026.05 | 60.92 | — | 183.46 | |
| PAC + Bu.LLM=Flan-T5-L2026.05 | 59.9 | — | 183.34 | |
| BM25LLM=NA2026.05 | 50.6 | — | — | |
| DSITask=Indexing2023.05 | 21.56 | 22.09 | — |