Retrieval on MS MARCO (Recall, Precision, IE)
72.86RecallSPROUTRAG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPROUTRAG2026.06 | 72.86 | 76.21 | 55.53 | |
| SAKI-RAG2026.06 | 68.04 | 71.58 | 48.7 | |
| MoC2026.06 | 67.31 | 70.26 | 47.29 | |
| PropRAG2026.06 | 66.92 | 69.83 | 46.73 | |
| LightRAG2026.06 | 66.13 | 68.42 | 45.25 | |
| RAPTOR2026.06 | 62.48 | 65.81 | 41.12 | |
| Meta-Chunking-MSP2026.06 | 61.73 | 64.36 | 39.73 | |
| Meta-Chunking-PPL2026.06 | 60.84 | 63.97 | 38.92 | |
| Dense X Retrieval2026.06 | 58.41 | 62.68 | 36.61 |