Information Retrieval on SQuAD
94.1IE ScoreLLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLMtype=inference-time oracle, metadata=10 Topics2026.06 | 94.1 | 95.83 | 89.5 | |
| MCompassRAGmetadata=10 Topics2026.06 | 93.8 | 95.37 | 88.9 | |
| LLMtype=inference-time oracle2026.06 | 89.93 | 91.63 | 82.77 | |
| SAKI-RAG2026.06 | 87.17 | 88.8 | 78.93 | |
| Meta-Chunkingvariant=MSP2026.06 | 80.6 | 41.97 | 34.4 | |
| Meta-Chunkingvariant=PPL2026.06 | 78.8 | 41.37 | 33.7 | |
| DenseXRetrieval2026.06 | 61.53 | 31.17 | 19.83 | |
| RAPTOR2026.06 | 60.7 | 32.77 | 21.13 |