Domain Adaptation on VisDA-C standard (test)
89.3AccuracySfMamba-S
Evaluation results
| Method | Links | |
|---|---|---|
| SfMamba-SModel=VMamba-S, Parameters (M)=58.9, FLOPs (G)=9.2, Throughput (images/s)=502.8, Resolution=224x224, Batch size (Throughput)=16, Batch size (FLOPs)=1, GPU=NVIDIA A1002026.01 | 89.3 | |
| DATMambaModel=Mamba, Parameters (M)=97.6, FLOPs (G)=15, Resolution=224x224, Batch size (Throughput)=16, Batch size (FLOPs)=1, GPU=NVIDIA A1002026.01 | 88.9 | |
| SfMamba-TModel=VMamba-T, Parameters (M)=39, FLOPs (G)=5.4, Throughput (images/s)=700.9, Resolution=224x224, Batch size (Throughput)=16, Batch size (FLOPs)=1, GPU=NVIDIA A1002026.01 | 88.5 | |
| I-SFDAModel=ResNet101, Parameters (M)=43, FLOPs (G)=7.8, Throughput (images/s)=1094.7, Resolution=224x224, Batch size (Throughput)=16, Batch size (FLOPs)=1, GPU=NVIDIA A1002026.01 | 88.4 | |
| CDTransModel=DeiT-B, Parameters (M)=86.6, FLOPs (G)=17.6, Throughput (images/s)=399.5, Resolution=224x224, Batch size (Throughput)=16, Batch size (FLOPs)=1, GPU=NVIDIA A1002026.01 | 88.4 |