Image Classification on OOD Benchmark Suite Subset (Cars, DTD, EuroSAT, GTSRB, MNIST, RESISC45, SVHN)
74.88Average OOD AccuracyFlexMerge
Evaluation Results
| Method | Links | |
|---|---|---|
| FlexMergeModel=ViT-L-14, Merged Size=8x2025.05 | 74.88 | |
| FlexMergeModel=ViT-L-14, Merged Size=6x2025.05 | 74.64 | |
| FlexMergeModel=ViT-L-14, Merged Size=4x2025.05 | 74.53 | |
| FlexMergeModel=ViT-L-14, Merged Size=3x2025.05 | 74.16 | |
| FlexMergeModel=ViT-L-14, Merged Size=2.5x2025.05 | 74.03 | |
| FlexMergeModel=ViT-L-14, Merged Size=2x2025.05 | 73.98 | |
| FlexMergeModel=ViT-L-14, Merged Size=1.5x2025.05 | 73.94 | |
| FlexMergeModel=ViT-L-14, Merged Size=1x2025.05 | 73.9 | |
| FlexMergeModel=ViT-B-32, Merged Size=8x2025.05 | 65.95 | |
| FlexMergeModel=ViT-B-32, Merged Size=4x2025.05 | 65.86 | |
| FlexMergeModel=ViT-B-32, Merged Size=3x2025.05 | 65.67 | |
| FlexMergeModel=ViT-B-32, Merged Size=6x2025.05 | 65.48 | |
| FlexMergeModel=ViT-B-32, Merged Size=2.5x2025.05 | 65.39 | |
| FlexMergeModel=ViT-B-32, Merged Size=2x2025.05 | 64.75 | |
| FlexMergeModel=ViT-B-32, Merged Size=1.5x2025.05 | 64.1 | |
| FlexMergeModel=ViT-B-32, Merged Size=1x2025.05 | 62.89 |