Information Retrieval on SCI-DOCS
94.67IELLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLMtype=inference-time oracle, metadata=10 Topics2026.06 | 94.67 | 99.5 | 92.5 | |
| MCompassRAGmetadata=10 Topics2026.06 | 94.13 | 99.03 | 92.1 | |
| Meta-Chunkingvariant=MSP2026.06 | 90.47 | 83.53 | 82.1 | |
| LLMtype=inference-time oracle2026.06 | 89.37 | 95.1 | 87.47 | |
| RAPTOR2026.06 | 88.63 | 82.77 | 80.37 | |
| SAKI-RAG2026.06 | 86.53 | 92.27 | 84.3 | |
| DenseXRetrieval2026.06 | 86 | 79.33 | 74.67 | |
| Meta-Chunkingvariant=PPL2026.06 | 21.07 | 17.6 | 3.57 |