Product Search on Product Search 100K queries
84.9Recall@100DART
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DARTFine-tuning status=Fine-tuned2026.06 | 84.9 | 51.6 | 13.6 | |
| e5-base + Focal (γ=2)Fine-tuning status=Fine-tuned, Loss function=Focal (γ=2)2026.06 | 84.2 | 51 | 13.4 | |
| e5-base + Temp Sched.Fine-tuning status=Fine-tuned, Loss function=Cosine temperature schedule2026.06 | 83.7 | 50.5 | 13.2 | |
| e5-base + InfoNCEFine-tuning status=Fine-tuned, Loss function=InfoNCE2026.06 | 83 | 50.3 | 13.3 | |
| GTE-baseFine-tuning status=Pretrained (no fine-tuning)2026.06 | 73.9 | 44 | 11.8 | |
| BGE-baseFine-tuning status=Pretrained (no fine-tuning)2026.06 | 73 | 43.6 | 12.1 | |
| e5-baseFine-tuning status=Pretrained (no fine-tuning)2026.06 | 71.6 | 41.9 | 11 | |
| ANCEFine-tuning status=Pretrained (no fine-tuning)2026.06 | 52.3 | 28.5 | 7.9 |