Passage Reranking on TREC-DL 20
71.8nDCG@10RankFlow
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RankFlowLLM=GPT-4, Supervision Status=Unsupervised2025.02 | 71.8 | 82.41 | 75.68 | |
| RankZephyrLLM=Zephyr (7B), Supervision Status=Supervised2025.02 | 70.86 | — | — | |
| PRPLLM=FLAN-UL2 (20B), Supervision Status=Unsupervised2025.02 | 70.46 | 85.8 | 75.35 | |
| RankGPT-4LLM=GPT-4, Supervision Status=Unsupervised2025.02 | 70.14 | 79.73 | 73.15 | |
| RankT5LLM=T5 (3B), Supervision Status=Supervised2025.02 | 69.49 | 80.86 | 72.99 | |
| monoT5LLM=T5 (3B), Supervision Status=Supervised2025.02 | 68.89 | 80.25 | 72.32 | |
| RGLLM=FLAN-UL2 (20B), Supervision Status=Unsupervised2025.02 | 65.39 | 75.62 | 66.85 | |
| BM25LLM=-2025.02 | 47.96 | 57.72 | 50.67 |