Domain Generalization on VLCS (Metrics C, L, S, P, Avg.)
99.5Accuracy (C)DGFamba
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DGFambaBackbone=VMamba-T2026.04 | 99.5 | 66.2 | 80.9 | 82 | 82.2 | |
| PCLBackbone=ResNet-502026.04 | 99 | 63.6 | 73.8 | 75.6 | 78 | |
| SAGMBackbone=ResNet-502026.04 | 99 | 65.2 | 75.1 | 80.7 | 80 | |
| DGMambaBackbone=VMamba-T2026.04 | 98.9 | 64.3 | 79.2 | 80.8 | 80.8 | |
| SWADBackbone=ResNet-502026.04 | 98.8 | 63.3 | 75.3 | 79.2 | 79.1 | |
| ARMBackbone=ResNet-502026.04 | 98.7 | 63.6 | 71.3 | 76.7 | 77.6 | |
| MixstyleBackbone=ResNet-502026.04 | 98.6 | 64.5 | 72.6 | 75.7 | 77.9 | |
| VReXBackbone=ResNet-502026.04 | 98.4 | 64.4 | 74.1 | 76.2 | 78.3 | |
| GMDGBackbone=ResNet-502026.04 | 98.3 | 65.9 | 73.4 | 79.3 | 79.2 | |
| iDAGBackbone=ResNet-502026.04 | 98.1 | 62.7 | 69.9 | 77.1 | 76.9 | |
| RSCBackbone=ResNet-502026.04 | 97.9 | 62.5 | 72.3 | 75.6 | 77.1 | |
| SagNetBackbone=ResNet-502026.04 | 97.9 | 64.5 | 71.4 | 77.5 | 77.8 | |
| MTLBackbone=ResNet-502026.04 | 97.8 | 64.3 | 71.5 | 75.3 | 77.2 | |
| GroupDROBackbone=ResNet-502026.04 | 97.3 | 63.4 | 69.5 | 76.7 | 76.7 | |
| CrossFlowDGBackbone=VMamba-T2026.04 | 97.3 | 66.1 | 81.3 | 79.5 | 81 | |
| GMoEBackbone=DeiT-S2026.04 | 96.9 | 63.2 | 72.3 | 79.5 | 78 | |
| SDViTBackbone=DeiT-S2026.04 | 96.8 | 64.2 | 76.2 | 78.5 | 78.9 |