Information Retrieval on Arguana BEIR
90nDCGIMRNNs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IMRNNsBase Encoder=MiniLM2026.01 | 90 | 76 | 79 | |
| MiniLMBase Encoder=MiniLM2026.01 | 86 | 72 | 75 | |
| IMRNNsBase Encoder=e5-large2026.01 | 81 | 96 | 92 | |
| IMRNNsBase Encoder=BGE2026.01 | 79 | 96 | 90 | |
| e5-largeBase Encoder=e5-large2026.01 | 78 | 94 | 87 | |
| BGEBase Encoder=BGE2026.01 | 75 | 92 | 88 | |
| SafeZero-shot=true, Corpus Size=8.7K2026.02 | 52 | — | — | |
| BMPZero-shot=true, Corpus Size=8.7K, beta=0.8, block size (b)=42026.02 | 51.1 | — | — | |
| LSP/0Zero-shot=true, Corpus Size=8.7K, gamma=250, beta=0.33, c=16, block size (b)=4, compression=SIMDBP-256*, weights=4-bit, index=Fwd. document index2026.02 | 50.3 | — | — | |
| SeismicWaveZero-shot=true, Corpus Size=8.7K, configuration=recall_992026.02 | 49.5 | — | — | |
| SPZero-shot=true, Corpus Size=8.7K, mu=0.5, eta=1, c=16, block size (b)=42026.02 | 48.7 | — | — |