Data Compression on IoT Datasets (PlFa, WaMe, DrMe, GaGa, SnSt, MoGu, ArTh, AcSc, TaGu) (Overall)
81.418RobustnessDNA-BiLSTM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DNA-BiLSTM2026.01 | 81.418 | 9.306 | 1.957 | 94.409 | 94.354 | 94.516 | |
| DeepZip2026.01 | 5.69 | 9.126 | 1.481 | 19.997 | 19.206 | 21.534 | |
| AgentGC-TPMode=THP Priority2026.01 | 4.597 | 1.354 | 1.051 | 0.979 | — | 2.881 | |
| AGDLC2026.01 | 4.572 | 6.527 | 0.982 | 0.437 | -0.547 | 2.349 | |
| AgentGC-CPMode=CR Priority2026.01 | 4.552 | 3.099 | 1.192 | — | -0.989 | 1.92 | |
| PMKLC2026.01 | 4.546 | 3.1 | 0.832 | -0.131 | -1.121 | 1.792 | |
| AgentGC-BMMode=Balance Mode2026.01 | 4.465 | 1.352 | 1.451 | -1.958 | -2.966 | — |