Information Retrieval on FiQA 2018 (test)
0.6197NDCG@10PRISM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRISMPrompt=P3, Model=GPT-5, ICL=ICL-52025.11 | 0.6197 | 82.06 | |
| PRISMPrompt=P1, Model=GPT-5, ICL=ICL-52025.11 | 0.6104 | 80.83 | |
| PRISMPrompt=P4, Model=GPT-5, ICL=ICL-52025.11 | 0.6097 | 80.21 | |
| PRISMPrompt=P2, Model=GPT-5, ICL=ICL-52025.11 | 0.6027 | 79.41 | |
| Our ModelRetriever Type=Inference-free Sparse Retriever2024.11 | 0.364 | — | |
| ColBERTv2Retriever Type=Dense Retriever2024.11 | 0.356 | — | |
| BM25+CE2025.11 | 0.347 | 53.9 | |
| SPLADE-v3-DistilRetriever Type=Sparse Retriever2024.11 | 0.339 | — | |
| SPLADE-v3-DocRetriever Type=Inference-free Sparse Retriever2024.11 | 0.336 | — | |
| SPLADE++-SelfDistilRetriever Type=Sparse Retriever2024.11 | 0.336 | — | |
| ContrieverRetriever Type=Dense Retriever2024.11 | 0.329 | — | |
| SPLADE-doc-distillRetriever Type=Inference-free Sparse Retriever2024.11 | 0.312 | — | |
| TAS-BRetriever Type=Dense Retriever2024.11 | 0.3 | — | |
| BM25Retriever Type=Inference-free Sparse Retriever2024.11 | 0.254 | — |