Neuron Segmentation on CREMI-A
0.314ARANDUNETR
Evaluation results
| Method | Links | |
|---|---|---|
| UNETRParams(M)=115.2, FLOPs(G)=752.3, Latency(s)=0.0602026.01 | 0.314 | |
| EMmambaParams(M)=26.8, FLOPs(G)=323.3, Latency(s)=0.0542026.01 | 0.277 | |
| SwinUNETRParams(M)=62.0, FLOPs(G)=440.3, Latency(s)=0.0682026.01 | 0.224 | |
| LSDParams(M)=1.6, FLOPs(G)=186.1, Latency(s)=0.0462026.01 | 0.217 | |
| U-MambaParams(M)=3.51, FLOPs(G)=620.1, Latency(s)=0.0632026.01 | 0.201 | |
| SegMambaParams(M)=64.2, FLOPs(G)=1213.9, Latency(s)=0.0672026.01 | 0.201 | |
| MALAParams(M)=84.0, FLOPs(G)=413.6, Latency(s)=0.0272026.01 | 0.179 | |
| SuperhumanParams(M)=1.6, FLOPs(G)=185.9, Latency(s)=0.0462026.01 | 0.176 | |
| PEAParams(M)=2.1, FLOPs(G)=177.2, Latency(s)=0.0442026.01 | 0.175 | |
| NeuroMambaParams(M)=2.1, FLOPs(G)=220.8, Latency(s)=0.0592026.01 | 0.137 |