Long-context consolidation on LongBench short: 16k–32k tokens v2
42.3AccuracySCoL
Evaluation results
| Method | Links | |
|---|---|---|
| SCoL2026.05 | 42.3 | |
| SCoL2026.05 | 42.3 | |
| Batch TTT2026.05 | 39.5 | |
| Batch TTTtraining=Batch LoRA2026.05 | 39.5 | |
| Summarization2026.05 | 39.3 | |
| Summarizationsummarizer=Kimi-K2.62026.05 | 39.3 | |
| Full Context2026.05 | 38 | |
| Full Context2026.05 | 38 | |
| Sequential FT2026.05 | 36.5 | |
| Sequential FTtraining=Sequential LoRA2026.05 | 36.5 | |
| Base2026.05 | 32.5 | |
| Base2026.05 | 32.5 |