Long-context consolidation on LongBench long: 32k–64k tokens v2
41.5AccuracyBatch TTT
Evaluation results
| Method | Links | |
|---|---|---|
| Batch TTT2026.05 | 41.5 | |
| Batch TTTtraining=Batch LoRA2026.05 | 41.5 | |
| SCoL2026.05 | 37 | |
| SCoL2026.05 | 37 | |
| Summarization2026.05 | 36 | |
| Summarizationsummarizer=Kimi-K2.62026.05 | 36 | |
| Full Context2026.05 | 35.5 | |
| Full Context2026.05 | 35.5 | |
| Base2026.05 | 29.5 | |
| Base2026.05 | 29.5 | |
| Sequential FT2026.05 | 23 | |
| Sequential FTtraining=Sequential LoRA2026.05 | 23 |