Information Retrieval on cQA English
54.3MAP@100MiniLM_Houlsby
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 54.3 | 62.8 | 58.5 | |
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 54.3 | 62.7 | 58.5 | |
| MiniLM_SArchitecture=CrossEncoder, Training Paradigm=Full Model (Specialized)2026.02 | 53.6 | 62.1 | 57.9 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 53.1 | 61.6 | 57.3 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 53.1 | 61.6 | 57.3 | |
| MiniLM_ALLArchitecture=CrossEncoder, Training Paradigm=Full Model (General)2026.02 | 52.3 | 60.8 | 56.7 | |
| BM25Architecture=BM25 (Retrieval Baseline)2026.02 | 46.6 | 54.4 | 50.6 |