Context Compression
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
56.41EM (4x Single Context)
21
May 12, 2026
49.48ROUGE-1
13
Apr 28, 2026
48.67ROUGE-1
13
Apr 28, 2026
61.39ROUGE-1
13
Apr 28, 2026
44.89ROUGE-1
13
Apr 28, 2026
1.6TFLOPs (Read)
7
Feb 26, 2026
85Compression Ratio
5
May 19, 2026
138Compression Score
5
May 19, 2026
91Comp.
5
May 19, 2026
87Compression Ratio
5
May 19, 2026
192Compression Ratio
5
May 19, 2026