Conversational Query Retrieval on TopiOCQA
38.5MRRADACQR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ADACQRRetriever Type=Dense (ANCE)2026.01 | 38.5 | 58.4 | — | 75 | |
| GroGURetriever Type=Dense (ANCE), Backbone Model=PHI2026.01 | 38.1 | 61.1 | 68.3 | 79.6 | |
| GroGURetriever Type=Dense (ANCE), Backbone Model=QWEN2026.01 | 37.8 | 61.7 | 68.7 | 79.8 | |
| Base SFTRetriever Type=Dense (ANCE), Backbone Model=QWEN2026.01 | 33.9 | 56.8 | 64.2 | 76.1 | |
| OriginalRetriever Type=Dense (ANCE), Backbone Model=PHI2026.01 | 31.6 | 53.6 | 60.6 | 73.1 | |
| RetPORetriever Type=Dense (ANCE)2026.01 | 30 | 49.6 | — | 68.7 | |
| Base SFTRetriever Type=Dense (ANCE), Backbone Model=PHI2026.01 | 29.7 | 51.3 | 59.6 | 72.6 | |
| RetPORetriever Type=Sparse (BM25)2026.01 | 28.3 | 48.3 | — | 73.1 | |
| ADACQRRetriever Type=Sparse (BM25)2026.01 | 28.3 | 48.9 | — | 71.2 | |
| OriginalRetriever Type=Dense (ANCE), Backbone Model=QWEN2026.01 | 28.1 | 47.7 | 54.1 | 65.1 | |
| GroGURetriever Type=Sparse (BM25), Backbone Model=PHI2026.01 | 27.2 | 48.8 | 58.6 | 74.8 | |
| IterCQRRetriever Type=Dense (ANCE)2026.01 | 26.3 | 42.6 | — | 62 | |
| GroGURetriever Type=Sparse (BM25), Backbone Model=QWEN2026.01 | 25.7 | 46.1 | 54.7 | 72 | |
| ConvGQRRetriever Type=Dense (ANCE)2026.01 | 25.6 | 41.8 | — | 58.8 | |
| Base SFTRetriever Type=Sparse (BM25), Backbone Model=QWEN2026.01 | 17.4 | 32.8 | 41.6 | 60.5 | |
| OriginalRetriever Type=Sparse (BM25), Backbone Model=PHI2026.01 | 16.6 | 31.3 | 39.1 | 58 | |
| IterCQRRetriever Type=Sparse (BM25)2026.01 | 16.5 | 29.3 | — | 54.1 | |
| Base SFTRetriever Type=Sparse (BM25), Backbone Model=PHI2026.01 | 15.7 | 29 | 37.8 | 55.1 | |
| OriginalRetriever Type=Sparse (BM25), Backbone Model=QWEN2026.01 | 14.6 | 27.8 | 35.5 | 52.7 | |
| ConvGQRRetriever Type=Sparse (BM25)2026.01 | 12.4 | 23.8 | — | 45.6 |