Retrieval on Amazon ESCI jp (test)
5.57Recall@5CaLIR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CaLIRModel Category=Generative Retrieval2026.06 | 5.57 | 9.64 | 31.71 | 11.74 | 18.85 | |
| CAT-ID2Model Category=Generative Retrieval2026.06 | 5.36 | 8.87 | 28.82 | 10.34 | 17.14 | |
| LTRGRModel Category=Generative Retrieval2026.06 | 5.24 | 8.37 | 26.79 | 10.01 | 16.93 | |
| MERGEModel Category=Generative Retrieval2026.06 | 5.21 | 8.9 | 27.64 | 10.95 | 17.6 | |
| BGE-m3Model Category=Dense Retrieval2026.06 | 5.14 | 8.92 | 27.93 | 10.12 | 17.02 | |
| RIPORModel Category=Generative Retrieval2026.06 | 5.02 | 8.18 | 27.87 | 9.92 | 17.28 | |
| BM25Model Category=Sparse Retrieval2026.06 | 4.7 | 7.96 | 16.73 | 8.63 | 11.25 | |
| TIGERModel Category=Generative Retrieval2026.06 | 4.67 | 7.98 | 25.89 | 9.67 | 15.52 | |
| DPRModel Category=Dense Retrieval2026.06 | 4.18 | 7.26 | 23.84 | 8.98 | 14.73 | |
| DSIsemanticModel Category=Generative Retrieval2026.06 | 4.08 | 7.4 | 23.9 | 9.15 | 14.58 | |
| Hi-GenModel Category=Generative Retrieval2026.06 | 3.36 | 6.4 | 21.66 | 7.73 | 12.86 | |
| MPNetModel Category=Dense Retrieval2026.06 | 1.13 | 1.97 | 5.58 | 1.79 | 2.82 | |
| DSInaiveModel Category=Generative Retrieval2026.06 | 0.19 | 0.24 | 1.35 | 0.21 | 1.11 |