Retrieval on LCQuAD
91.8RecallCross Entropy
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Cross EntropyModel Architecture=Dual Bi-Encoder Model, Noise=0.02025.12 | 91.8 | — | |
| LRNoise=0.0, Model=Cross-encoder, Loss=Label Relaxation2025.12 | 91 | 0.33 | |
| LWNoise=0.0, Model=Cross-encoder, Loss=Label Weakening2025.12 | 90.1 | 0.324 | |
| Label WeakeningModel Architecture=Dual Bi-Encoder Model, Noise=0.52025.12 | 90 | — | |
| CENoise=0.0, Model=Cross-encoder, Loss=Cross Entropy2025.12 | 89.7 | 0.31 | |
| Adaptive Unhinged EstimatorModel Architecture=Dual Bi-Encoder Model, Noise=0.32025.12 | 89.6 | — | |
| LWNoise=0.5, Model=Cross-encoder, Loss=Label Weakening2025.12 | 89.5 | 0.298 | |
| Label WeakeningModel Architecture=E5 model, Noise=0.02025.12 | 89 | — |