Information Retrieval on Query length 128 ensemble setting (test)
0.15GFLOPs/queryDRAMA-MiniLM LoRA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DRAMA-MiniLM LoRAParams (M)=0.36, Query length=128, Ensemble setting=true, Adapter=LoRA2026.02 | 0.15 | 0.002 | 0.0002 | |
| DRAMA-DistilBERT LoRAParams (M)=0.73, Query length=128, Ensemble setting=true, Adapter=LoRA2026.02 | 0.2 | 0.003 | 0.0003 | |
| DRAMA-MiniLM HoulsbyParams (M)=26.3, Query length=128, Ensemble setting=true, Adapter=Houlsby2026.02 | 4.02 | 0.06 | 0.007 | |
| MiniLMsParams (M)=90.8, Query length=128, Ensemble setting=true2026.02 | 11.48 | 0.18 | 0.02 | |
| DRAMA-DistilBERT HoulsbyParams (M)=80.6, Query length=128, Ensemble setting=true, Adapter=Houlsby2026.02 | 15.68 | 0.25 | 0.028 | |
| DistilBERTsParams (M)=264, Query length=128, Ensemble setting=true2026.02 | 44.72 | 0.7 | 0.08 | |
| BERTsParams (M)=440, Query length=128, Ensemble setting=true2026.02 | 89.4 | 1.4 | 0.16 |