Lossless Genomics Data Compression on Genomics Dataset Suite Aggregate
1.85Avg Compression Ratio (bits/base)AgentGC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AgentGCMode=CP, Backbone=GPT-5 API2026.01 | 1.85 | — | |
| PMKLC2026.01 | 1.854 | 0.0017 | |
| AgentGCMode=BM, Backbone=GPT-5 API2026.01 | 1.855 | — | |
| AgentGCMode=TP, Backbone=GPT-5 API2026.01 | 1.862 | — | |
| AGDLC2026.01 | 1.871 | 0.0112 | |
| Spring2026.01 | 1.883 | 0.0175 | |
| DeepZip2026.01 | 1.889 | 0.0203 | |
| DNA-BiLSTMIncorporation of Trained Static Model=false2026.01 | 1.907 | 0.0299 | |
| LZMA22026.01 | 1.915 | 0.0339 | |
| XZ2026.01 | 1.917 | 0.0349 | |
| NAF2026.01 | 1.928 | 0.0403 | |
| JARVIS32026.01 | 1.93 | 0.0411 | |
| PPMD2026.01 | 1.983 | 0.0669 | |
| PBzip22026.01 | 2.103 | 0.12 | |
| Gzip2026.01 | 2.166 | 0.1455 | |
| SnZip2026.01 | 3.667 | 0.4954 | |
| Lstm-compress2026.01 | 6.625 | 0.7207 | |
| DNA-BiLSTMIncorporation of Trained Static Model=true2026.01 | 6.991 | 0.7353 |