Community Question Answering on cQA English domain StackExchange (test)
0.606MAP@100MiniLM_S
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_SArchitecture=BiEncoder, Framework=Full Model, Specialization=Specialized2026.02 | 0.606 | 0.691 | 0.644 | |
| MiniLM_HoulsbyArchitecture=BiEncoder, Framework=Knowledge Distillation (Oracle), Adapter=Houlsby2026.02 | 0.606 | 0.691 | 0.644 | |
| DRAMA_HoulsbyArchitecture=BiEncoder, Framework=DRAMA, Adapter=Houlsby2026.02 | 0.606 | 0.69 | 0.644 | |
| MiniLM_ALLArchitecture=BiEncoder, Framework=Full Model, Specialization=General2026.02 | 0.6 | 0.685 | 0.639 | |
| MiniLM_LoRAArchitecture=BiEncoder, Framework=Knowledge Distillation (Oracle), Adapter=LoRA2026.02 | 0.595 | 0.677 | 0.635 | |
| DRAMA_LoRAArchitecture=BiEncoder, Framework=DRAMA, Adapter=LoRA2026.02 | 0.595 | 0.677 | 0.635 | |
| BM25Architecture=Sparse Retrieval2026.02 | 0.466 | 0.544 | 0.506 |