Few-shot Learning on LongBench Few-shot (test)
71.83Overall ScoreATACompressor
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ATACompressorBackbone=Qwen-2-7B2026.02 | 71.83 | 18.37 | 1.98 | |
| QGCBackbone=Qwen-2-7B2026.02 | 66.18 | 11.54 | 1.19 | |
| 500CompressorBackbone=Qwen-2-7B2026.02 | 63.77 | 15.59 | 1.87 | |
| ICAEBackbone=Qwen-2-7B2026.02 | 62.38 | 15.64 | 1.95 | |
| LongLLMLinguaBackbone=Qwen-2-7B2026.02 | 60.14 | 4.13 | 0.97 | |
| Original-ContextBackbone=Qwen-2-7B2026.02 | 58.71 | 1 | 0.92 | |
| Selective-ContextBackbone=Qwen-2-7B2026.02 | 48.35 | 2.93 | 0.9 | |
| Closed-bookBackbone=Qwen-2-7B2026.02 | 41.02 | — | 3.12 |