Long-Range Retrieval Tasks on LRA Benchmark
67.9ListOps Accuracyπ-Attention
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| π-Attention2025.11 | 67.9 | 84.5 | 89.1 | |
| BigBird2025.11 | 64.1 | 80.1 | 86.7 | |
| Longformer2025.11 | 63.8 | 79.8 | 86.3 | |
| RingAttention2025.11 | 62.3 | 78.9 | 85.2 |
| Method | Links | |||
|---|---|---|---|---|
| π-Attention2025.11 | 67.9 | 84.5 | 89.1 | |
| BigBird2025.11 | 64.1 | 80.1 | 86.7 | |
| Longformer2025.11 | 63.8 | 79.8 | 86.3 | |
| RingAttention2025.11 | 62.3 | 78.9 | 85.2 |