Long-context Question Answering on InfQA 128K
25AccuracyRECONTEXT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RECONTEXTBackbone=Qwen3-8B2026.07 | 25 | 39 | |
| AttnSharpBackbone=Qwen3-8B2026.07 | 23 | 37 | |
| DySCOBackbone=Qwen3-8B2026.07 | 23 | 36 | |
| VanillaBackbone=Qwen3-8B2026.07 | 22 | 36 | |
| RECONTEXTBackbone=Llama3-8B2026.07 | 22 | 40 | |
| A-MEMBackbone=Llama3-8B2026.07 | 19 | 33 | |
| A-MEMBackbone=Qwen3-8B2026.07 | 18 | 28 | |
| AttnSharpBackbone=Llama3-8B2026.07 | 17 | 34 | |
| DACBackbone=Qwen3-8B2026.07 | 15 | 26 | |
| VanillaBackbone=Llama3-8B2026.07 | 15 | 34 | |
| DACBackbone=Llama3-8B2026.07 | 15 | 28 | |
| DySCOBackbone=Llama3-8B2026.07 | 14 | 33 | |
| RECONTEXTBackbone=Qwen3-4B2026.07 | 12 | 24 | |
| DySCOBackbone=Qwen3-4B2026.07 | 11 | 23 | |
| AttnSharpBackbone=Qwen3-4B2026.07 | 10 | 23 | |
| VanillaBackbone=Qwen3-4B2026.07 | 9 | 21 | |
| A-MEMBackbone=Qwen3-4B2026.07 | 7 | 18 | |
| DACBackbone=Qwen3-4B2026.07 | 7 | 19 |