Information Retrieval on cQA Scifi
54.1MAP@100MiniLM_Houlsby
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 54.1 | 58.3 | 58.6 | |
| MiniLM_SArchitecture=CrossEncoder, Training Paradigm=Full Model (Specialized)2026.02 | 54 | 58.3 | 58.6 | |
| MiniLM_HoulsbyArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 54 | 58.2 | 58.6 | |
| MiniLM_ALLArchitecture=CrossEncoder, Training Paradigm=Full Model (General)2026.02 | 52.4 | 56.6 | 57 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=Knowledge Distillation (Oracle)2026.02 | 51.6 | 55.6 | 56.1 | |
| MiniLM_LoRAArchitecture=CrossEncoder, Training Paradigm=DRAMA2026.02 | 51.5 | 55.6 | 56.1 | |
| BM25Architecture=BM25 (Retrieval Baseline)2026.02 | 48 | 51.6 | 52.1 |