Object Detection on RADIal original protocol (test)
95.93ARUncompressed baseline
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Uncompressed baselineBit=32, Prune ratio=-, Bit rate [bpp]=32, Comp. ratio=1x, Backbone=FFTRadNet2026.03 | 95.93 | — | 96.58 | — | — | 97.24 | |
| Adaptive compression (Ours)Bit=4, Prune ratio=12.57x, Bit rate [bpp]=0.32, Comp. ratio=101x, Backbone=FFTRadNet2026.03 | 94.04 | — | 95.13 | — | — | 96.25 | |
| EchoFusionModality=RT&C2023.07 | 93.43 | 96.95 | 95.16 | 0.12 | 0.18 | — | |
| T-FFTRadNetModality=ADC2023.07 | 89.5 | 89.6 | 89.5 | 0.15 | 0.12 | — | |
| ADCNetModality=ADC2023.07 | 89 | 95 | 91.9 | 0.13 | 0.11 | — | |
| CMSModality=RD&C2023.07 | 83.5 | 96.9 | 89.7 | 0.45 | — | — | |
| FFTRadNetModality=RD2023.07 | 82.18 | 96.84 | 88.91 | 0.11 | 0.17 | — | |
| Index-valueBit=32, Prune ratio=12x, Bit rate [bpp]=2.67, Comp. ratio=12x, Backbone=FFTRadNet2026.03 | 62.12 | — | 75.91 | — | — | 97.55 |