Image Classification on ImageNet-1K Clean
81.4Top-1 AccuracyBiFormer-T
Evaluation results
| Method | Links | |
|---|---|---|
| BiFormer-TParams=13M, FLOPs=2.2G2026.05 | 81.4 | |
| PRISMParams=11M, FLOPs=2.2G2026.05 | 80.3 | |
| BiXT-Ti/16Params=15M, FLOPs=1.7G2026.05 | 80.1 | |
| XCiT-T24Params=12M, FLOPs=2.3G2026.05 | 79.4 | |
| PVTv2-B1Params=13M, FLOPs=2.1G2026.05 | 78.7 | |
| LNBackbone=SwinT2025.01 | 70.9 | |
| CEBackbone=ResNet502025.01 | 68.05 | |
| LNBackbone=ResNet502025.01 | 67.82 | |
| HEM-Backbone=ResNet502025.01 | 67.1 | |
| HEM-Backbone=SwinT2025.01 | 66.92 | |
| CEBackbone=SwinT2025.01 | 66.77 | |
| MMBackbone=ResNet502025.01 | 55.75 | |
| LNBackbone=ViT-B/162025.01 | 53.66 | |
| CEBackbone=ViT-B/162025.01 | 52.35 | |
| HEM-Backbone=ViT-B/162025.01 | 49.83 | |
| MMBackbone=ViT-B/162025.01 | 46.89 | |
| MMBackbone=SwinT2025.01 | 24.57 | |
| DICEBackbone=SwinT2025.01 | 16.18 | |
| DICEBackbone=ViT-B/162025.01 | 5.98 | |
| DICEBackbone=ResNet502025.01 | 1.67 |