Table Retrieval on OTTQA
86.86R@1CGPT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CGPT2026.01 | 86.86 | 97.07 | 98.33 | |
| CGPTHard Negative Sampling=No2026.01 | 84.69 | 97.02 | 98.55 | |
| CGPTFine-tuning=No2026.01 | 84.24 | 97.24 | 98.46 | |
| pT + QGpT2026.05 | 60.8 | 84.4 | 91.5 | |
| STARFusion strategy=DWF2026.01 | 54.07 | 79.99 | 88.08 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.42026.01 | 53.88 | 79.95 | 88.53 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.32026.01 | 53.84 | 80.17 | 88.17 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.52026.01 | 53.79 | 79.81 | 87.58 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.22026.01 | 53.52 | 80.08 | 87.53 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.62026.01 | 53.16 | 78.55 | 86.86 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.12026.01 | 52.21 | 78.77 | 86.86 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.72026.01 | 51.9 | 77.6 | 85.46 | |
| pT2026.05 | 51.5 | 78.1 | 86.7 | |
| QGpT2026.01 | 51.45 | 78.14 | 86.68 | |
| QGpT2026.01 | 51.45 | 78.14 | 86.68 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.82026.01 | 50.32 | 76.15 | 84.28 | |
| STARFusion strategy=FWF, weight of query embeddings (lambda)=0.92026.01 | 48.46 | 74.25 | 82.7 | |
| PIPERQuery Optimization=false2026.05 | 35.6 | 64.8 | 78 | |
| PIPERQuery Optimization=true2026.05 | 33.6 | 61.9 | 72.9 |