Prompt Compression
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
21.5BLEU Score
26
Feb 26, 2026
10Compression Ratio (CR)
8
Jun 4, 2026
118.6Average Compression Tokens
5
May 19, 2026
69.2Compression Ratio
5
Apr 13, 2026
37.2Compression Ratio
5
Apr 13, 2026
75.5Compression Ratio
5
Apr 13, 2026
49.2MMLU Accuracy (Chemistry)
5
Apr 13, 2026
64.4Coursera QA Accuracy
5
Mar 23, 2026
0.3Compression Latency (s)
5
Mar 16, 2026