Information Retrieval on cQA Apple
30.7MAP@100MiniLM_Houlsby
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 30.7 | 33.8 | 34 | |
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 30.7 | 33.8 | 34 | |
| MiniLM_SArchitecture=CrossEncoder, Training Paradigm=Full Model (Specialized)2026.02 | 30 | 32.8 | 33.3 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 29.7 | 32.8 | 33 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 29.7 | 32.8 | 33 | |
| MiniLM_ALLArchitecture=CrossEncoder, Training Paradigm=Full Model (General)2026.02 | 29 | 31.8 | 32.3 | |
| BM25Architecture=BM25 (Retrieval Baseline)2026.02 | 25 | 27.2 | 27.6 |