Continual Model Merging on CLIP Heterogeneous 20-task stream (test)
80ACCwODE-M
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ODE-MBackbone=ViT-L/142026.05 | 80 | -7.8 | |
| OPCMBackbone=ViT-L/142026.05 | 75 | -5.9 | |
| ODE-MBackbone=ViT-B/162026.05 | 70 | -6.2 | |
| Average (SWA)Backbone=ViT-L/142026.05 | 70 | -6.1 | |
| C. Task ArithmeticBackbone=ViT-L/142026.05 | 69.5 | -3 | |
| OPCMBackbone=ViT-B/162026.05 | 69.4 | -5.8 | |
| C. Ties-MergingBackbone=ViT-L/142026.05 | 67 | -2.5 | |
| ODE-MBackbone=ViT-B/322026.05 | 66 | -8.1 | |
| OPCMBackbone=ViT-B/322026.05 | 64.5 | -7 | |
| Average (SWA)Backbone=ViT-B/162026.05 | 63.7 | -7.1 | |
| C. Task ArithmeticBackbone=ViT-B/162026.05 | 63.4 | -3.3 | |
| C. Ties-MergingBackbone=ViT-B/162026.05 | 62 | -1.3 | |
| Average (SWA)Backbone=ViT-B/322026.05 | 60.2 | -6.9 | |
| C. Task ArithmeticBackbone=ViT-B/322026.05 | 60 | -3.1 | |
| C. Ties-MergingBackbone=ViT-B/322026.05 | 59.1 | -1.2 |