Rationale-based retrieval on PsyQA (test)
35.6Recall@1LaHoRe
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LaHoReSize=7B, Role=teacher2026.04 | 35.6 | 77.6 | 58.2 | 980 | |
| LlaMA2VecSize=7B2026.04 | 34.3 | 75.4 | 57.5 | 93 | |
| RankLLaMASize=7B2026.04 | 33.6 | 77.4 | 57.2 | — | |
| RabtrieverSize=7B2026.04 | 32.8 | 76.1 | 55.1 | 95 | |
| OneGenSize=7B2026.04 | 31.3 | 46 | 46.9 | — | |
| RepLLaMASize=7B2026.04 | 29.6 | 56 | 49.6 | — | |
| PromptrieverSize=7B2026.04 | 29.6 | 61.7 | 50.9 | — | |
| GritLMSize=7B2026.04 | 26.9 | 57.5 | 48.4 | — | |
| InstructOR XLSize=1.5B2026.04 | 24.6 | 61.2 | 48.1 | — | |
| E5-large-instructSize=550M2026.04 | 12.9 | 42.8 | 36.3 | — | |
| E5-MistralSize=7B2026.04 | 11.4 | 48 | 36.8 | — | |
| TART-ContrieverSize=110M2026.04 | 11.3 | 44.2 | 36.5 | — |