Document retrieval on Long Range Arena (LRA) Retrieval (test)
94.2AccuracyHGRN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HGRNArchitecture category=RNN-based architectures, Bi-directional input processing=true, Positional encoding=true2025.07 | 94.2 | 449.2 | 1.2 | |
| MRConv-LArchitecture category=Convolution-based architectures2025.07 | 91.5 | — | 24.05 | |
| S5Architecture category=RNN-based architectures, Bi-directional input processing=true2025.07 | 91.4 | 2.94 | 5.9 | |
| Liquid-S4Architecture category=RNN-based architectures2025.07 | 91.2 | 5.73 | 382.8 | |
| SGConvArchitecture category=Convolution-based architectures2025.07 | 91.1 | — | 24.05 | |
| S4-LegSArchitecture category=RNN-based architectures, Bi-directional input processing=true2025.07 | 90.9 | 6.11 | 769.5 | |
| LRUArchitecture category=RNN-based architectures2025.07 | 89.9 | 2.94 | 5.9 | |
| mGRADEArchitecture category=Our implementation2025.07 | 88.1 | 406.3 | 6.6 | |
| DSSSOFTMAXArchitecture category=RNN-based architectures2025.07 | 87.8 | 3.39 | 382.8 | |
| S4Architecture category=RNN-based architectures2025.07 | 87.1 | 4.58 | 382.8 | |
| LRUArchitecture category=Our implementation2025.07 | 86.8 | 460.9 | 1.6 | |
| MambaArchitecture category=RNN-based architectures2025.07 | 73 | — | — |