Long-context evaluation on RULER 128k (matched-train holdout)
36.1AccuracyStill
Evaluation results
| Method | Links | |
|---|---|---|
| StillK (Cache budget)=2048, Number of seeds=32026.06 | 36.1 | |
| StillK (Cache budget)=1024, Number of seeds=32026.06 | 32.9 | |
| StillK (Cache budget)=164, Number of seeds=32026.06 | 31.3 | |
| StillK (Cache budget)=328, Number of seeds=32026.06 | 30.2 | |
| StillK (Cache budget)=512, Number of seeds=32026.06 | 27.4 | |
| KV-DistillK (Cache budget)=1024, Number of seeds=32026.06 | 20.3 | |
| KV-DistillK (Cache budget)=2048, Number of seeds=32026.06 | 19.4 | |
| KV-DistillK (Cache budget)=512, Number of seeds=32026.06 | 19.4 | |
| StillK (Cache budget)=82, Number of seeds=32026.06 | 19.3 | |
| KV-DistillK (Cache budget)=328, Number of seeds=32026.06 | 17.9 | |
| KV-DistillK (Cache budget)=82, Number of seeds=32026.06 | 17.6 | |
| KV-DistillK (Cache budget)=164, Number of seeds=32026.06 | 17.1 |