Long-context Question Answering on PopQA 128K
23AccuracyRECONTEXT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RECONTEXTBackbone=Qwen3-8B2026.07 | 23 | 36 | |
| DySCOBackbone=Qwen3-8B2026.07 | 22 | 35 | |
| RECONTEXTBackbone=Llama3-8B2026.07 | 22 | 29 | |
| VanillaBackbone=Llama3-8B2026.07 | 21 | 28 | |
| AttnSharpBackbone=Llama3-8B2026.07 | 20 | 28 | |
| A-MEMBackbone=Qwen3-8B2026.07 | 19 | 30 | |
| VanillaBackbone=Qwen3-8B2026.07 | 18 | 32 | |
| DySCOBackbone=Llama3-8B2026.07 | 18 | 27 | |
| A-MEMBackbone=Llama3-8B2026.07 | 17 | 23 | |
| DACBackbone=Qwen3-8B2026.07 | 15 | 30 | |
| DACBackbone=Llama3-8B2026.07 | 15 | 22 | |
| AttnSharpBackbone=Qwen3-8B2026.07 | 13 | 29 | |
| RECONTEXTBackbone=Qwen3-4B2026.07 | 7 | 19 | |
| A-MEMBackbone=Qwen3-4B2026.07 | 6 | 16 | |
| DACBackbone=Qwen3-4B2026.07 | 1 | 9 | |
| VanillaBackbone=Qwen3-4B2026.07 | 0 | 11 | |
| AttnSharpBackbone=Qwen3-4B2026.07 | 0 | 10 | |
| DySCOBackbone=Qwen3-4B2026.07 | 0 | 10 |