Community Question Answering on cQA Scifi domain StackExchange (test)
64.1MAP@100MiniLM_Houlsby
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_HoulsbyArchitecture=BiEncoder, Framework=Knowledge Distillation (Oracle), Adapter=Houlsby2026.02 | 64.1 | 68.9 | 68 | |
| DRAMA_HoulsbyArchitecture=BiEncoder, Framework=DRAMA, Adapter=Houlsby2026.02 | 64.1 | 68.9 | 68 | |
| MiniLM_SArchitecture=BiEncoder, Framework=Full Model, Specialization=Specialized2026.02 | 63.7 | 68.5 | 67.7 | |
| MiniLM_LoRAArchitecture=BiEncoder, Framework=Knowledge Distillation (Oracle), Adapter=LoRA2026.02 | 63.4 | 68 | 67.5 | |
| DRAMA_LoRAArchitecture=BiEncoder, Framework=DRAMA, Adapter=LoRA2026.02 | 63.3 | 68.1 | 67.3 | |
| MiniLM_ALLArchitecture=BiEncoder, Framework=Full Model, Specialization=General2026.02 | 62.4 | 67.2 | 66.4 | |
| BM25Architecture=Sparse Retrieval2026.02 | 48 | 51.6 | 52.1 |