Long Range Modeling On Lra
Metrics
Avg
Image
ListOps
Pathfinder
Retrieval
Text
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Avg | Image | ListOps | Pathfinder | Retrieval | Text |
|---|---|---|---|---|---|---|
| long-range-arena-a-benchmark-for-efficient-1 | 50.55 | 42.34 | 16.13 | 75.3 | 53.09 | 65.9 |
| long-range-arena-a-benchmark-for-efficient-1 | 51.24 | 44.24 | 17.07 | 71.71 | 59.59 | 63.58 |
| long-range-arena-a-benchmark-for-efficient-1 | 54.39 | 42.44 | 36.37 | 71.4 | 57.46 | 64.27 |
| converting-transformers-into-dgnns-form-1 | 75.94 | 61.02 | 60.38 | 88.43 | 83.41 | 86.44 |
| long-range-arena-a-benchmark-for-efficient-1 | 51.41 | 42.77 | 18.01 | 77.05 | 53.82 | 65.4 |
| how-to-train-your-hippo-state-space-models | 86.09 | 88.65 | 59.60 | 94.20 | 90.90 | 86.82 |
| simplified-state-space-layers-for-sequence | 87.46 | 88 | 62.15 | 95.33 | 91.4 | 89.31 |