Retrieval on Amazon ESCI es (test)
6.06R@5CaLIR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CaLIRModel Category=Generative Retrieval2026.06 | 6.06 | 10.43 | 34.83 | 12.15 | 20.03 | |
| MERGEModel Category=Generative Retrieval2026.06 | 5.8 | 9.25 | 30.86 | 10.2 | 17.45 | |
| BGE-m3Model Category=Dense Retrieval2026.06 | 5.71 | 9.07 | 28.75 | 9.76 | 16.02 | |
| CAT-ID2Model Category=Generative Retrieval2026.06 | 5.7 | 9.34 | 31.44 | 10.68 | 18.01 | |
| DPRModel Category=Dense Retrieval2026.06 | 5.24 | 7.08 | 25.27 | 8.52 | 14.33 | |
| LTRGRModel Category=Generative Retrieval2026.06 | 5.13 | 8.23 | 27.92 | 9.26 | 15.42 | |
| DSIsemanticModel Category=Generative Retrieval2026.06 | 4.27 | 7.13 | 21.63 | 9.92 | 14.23 | |
| BM25Model Category=Sparse Retrieval2026.06 | 4.13 | 6.15 | 16.21 | 7.45 | 10.2 | |
| TIGERModel Category=Generative Retrieval2026.06 | 3.83 | 7.31 | 25.03 | 8.72 | 14.51 | |
| RIPORModel Category=Generative Retrieval2026.06 | 3.49 | 7.12 | 23.03 | 7.94 | 13.82 | |
| Hi-GenModel Category=Generative Retrieval2026.06 | 2.97 | 5.65 | 20.23 | 7.06 | 11.85 | |
| MPNetModel Category=Dense Retrieval2026.06 | 2.53 | 4.02 | 13.27 | 5.87 | 8.91 | |
| DSInaiveModel Category=Generative Retrieval2026.06 | 0.28 | 0.94 | 1.83 | 0.77 | 1.6 |