Image Classification on ImageNet-C Set 2
77.1Acc (Sev 1)Proposed
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ProposedModel=SWINv2-B, Number of Parameters=87.8M2024.06 | 77.1 | 74.69 | 70.81 | 63.53 | 58.77 | |
| ProposedModel=SWINv2-S, Number of Parameters=49.7M2024.06 | 76.59 | 74.24 | 70.17 | 62.93 | 58.25 | |
| AnchoringModel=SWINv2-B, Number of Parameters=87.8M2024.06 | 76.36 | 73.3 | 68.49 | 60.05 | 54.81 | |
| AnchoringModel=SWINv2-S, Number of Parameters=49.7M2024.06 | 76.07 | 73.33 | 68.79 | 60.49 | 55.19 | |
| StandardModel=SWINv2-S, Number of Parameters=49.7M2024.06 | 75.39 | 72.26 | 67.14 | 58.73 | 53.7 | |
| StandardModel=SWINv2-B, Number of Parameters=87.8M2024.06 | 75.12 | 72.15 | 67.16 | 58.66 | 53.75 | |
| ProposedModel=VITb16, Number of Parameters=86.6M2024.06 | 73.65 | 70.91 | 66.87 | 59.29 | 54.94 | |
| ProposedModel=SWINv2-T, Number of Parameters=28.4M2024.06 | 73.51 | 70.45 | 65.77 | 57.31 | 51.76 | |
| AnchoringModel=VITb16, Number of Parameters=86.6M2024.06 | 73.21 | 69.74 | 64.57 | 56.03 | 51.46 | |
| StandardModel=VITb16, Number of Parameters=86.6M2024.06 | 72.75 | 69.01 | 63.47 | 54.7 | 50.07 | |
| AnchoringModel=SWINv2-T, Number of Parameters=28.4M2024.06 | 72.68 | 68.96 | 63.29 | 53.74 | 48.14 | |
| StandardModel=SWINv2-T, Number of Parameters=28.4M2024.06 | 71.37 | 67.12 | 61.2 | 52.01 | 46.54 |