Image Classification on Aircraft (AirC) 5-shot
62.32AccuracyBOB
Evaluation Results
| Method | Links | |
|---|---|---|
| BOBBackbone=MAE, SD Ver.=v1.52025.10 | 62.32 | |
| BOBBackbone=MAE, SD Ver.=v2.12025.10 | 61.21 | |
| BOBBackbone=ImageNet, SD Ver.=v2.12025.10 | 60.31 | |
| BOBBackbone=ImageNet, SD Ver.=v1.52025.10 | 60.02 | |
| DataDreamBackbone=MAE, SD Ver.=v2.12025.10 | 58.54 | |
| BOBBackbone=CLIP, SD Ver.=v2.12025.10 | 57.37 | |
| BOBBackbone=CLIP, SD Ver.=v1.52025.10 | 55.85 | |
| Diff-IIBackbone=MAE, SD Ver.=v1.52025.10 | 54.9 | |
| DataDreamBackbone=ImageNet, SD Ver.=v2.12025.10 | 54.58 | |
| Diff-IIBackbone=ImageNet, SD Ver.=v1.52025.10 | 52.28 | |
| Diff-GenBackbone=MAE, SD Ver.=v1.52025.10 | 51.79 | |
| DataDreamBackbone=CLIP, SD Ver.=v2.12025.10 | 50.04 | |
| Diff-IIBackbone=CLIP, SD Ver.=v1.52025.10 | 49.02 | |
| Diff-GenBackbone=ImageNet, SD Ver.=v1.52025.10 | 48.42 | |
| Diff-GenBackbone=CLIP, SD Ver.=v1.52025.10 | 47.54 | |
| Da-fusionBackbone=MAE, SD Ver.=v2.12025.10 | 46.98 | |
| Diff-AugBackbone=CLIP, SD Ver.=v1.52025.10 | 44.67 | |
| Real OnlyBackbone=CLIP2025.10 | 44.37 | |
| Diff-AugBackbone=MAE, SD Ver.=v1.52025.10 | 44.28 | |
| Diff-AugBackbone=ImageNet, SD Ver.=v1.52025.10 | 43.27 | |
| RealGuidanceBackbone=CLIP, SD Ver.=v2.12025.10 | 43.12 | |
| Da-fusionBackbone=ImageNet, SD Ver.=v2.12025.10 | 42.6 | |
| Da-fusionBackbone=CLIP, SD Ver.=v2.12025.10 | 42.39 | |
| Diff-MixBackbone=CLIP, SD Ver.=v1.52025.10 | 42.09 | |
| Diff-MixBackbone=MAE, SD Ver.=v1.52025.10 | 41.46 | |
| Real OnlyBackbone=MAE2025.10 | 41.13 | |
| Real OnlyBackbone=ImageNet2025.10 | 39.62 | |
| RealGuidanceBackbone=MAE, SD Ver.=v2.12025.10 | 38.7 | |
| Diff-MixBackbone=ImageNet, SD Ver.=v1.52025.10 | 38.27 | |
| RealGuidanceBackbone=ImageNet, SD Ver.=v2.12025.10 | 35.53 |