Table Retrieval on BIRD (P, R, CR, F1)
57.3Precision (P)RankGPT-5-mini
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RankGPT-5-minik=32026.04 | 57.3 | 91.6 | 81.6 | 66.3 | |
| RankGPT-4o-minik=32026.04 | 54.5 | 88 | 76.2 | 65.6 | |
| ATRbackbone=Contriever2026.04 | 54 | 98.2 | 96 | 65.8 | |
| RankQwen3-32Bk=32026.04 | 53.1 | 88.7 | 76.4 | 65.5 | |
| ATRbackbone=UAE2026.04 | 52.8 | 98.6 | 97.1 | 65.1 | |
| RankGPT-5-minik=52026.04 | 36.4 | 95.7 | 90 | 51.5 | |
| RankQwen3-32Bk=52026.04 | 35.8 | 94.6 | 87.6 | 50.8 | |
| RankGPT-4o-minik=52026.04 | 35 | 92.7 | 84.6 | 49.7 | |
| RankGPT-5-minik=102026.04 | 18.9 | 98 | 96 | 31.4 | |
| RankQwen3-32Bk=102026.04 | 18.9 | 98 | 96.4 | 31.2 | |
| RankGPT-4o-minik=102026.04 | 18.7 | 97.5 | 94.6 | 30.9 |