Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Image Classification on 8-task Average
Loading...
91.16
Accuracy
Auto-FlexSwitch+CKA (λ = 3)
46.3776
58.0038
69.63
81.2562
Apr 30, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Auto-FlexSwitch+CKA (λ = 3)
Type=Dynamic, Storage...
2026.04
91.16
Individual
Backbone=ViT-B/32
2026.04
91.01
Auto-FlexSwitch+KL (λ = 0.3)
Type=Dynamic, Storage...
2026.04
91
Auto-FlexSwitch+MSE (λ = 0.05)
Type=Dynamic, Storage...
2026.04
90.94
Auto-Switch
Type=Dynamic, Storage...
2026.04
90.51
Twin-Merging
Type=Dynamic, Storage...
2026.04
89.62
Traditional MTL
Backbone=ViT-B/32
2026.04
88.78
EMR-Merging
Type=Dynamic, Storage...
2026.04
88.74
MoW-Merging
Type=Dynamic, Storage...
2026.04
87.28
AdaMerging++
Type=Static, Backbone=...
2026.04
80.96
AdaMerging
Type=Static, Backbone=...
2026.04
79.96
RegMean
Type=Static, Backbone=...
2026.04
79.86
Ties-Merging
Type=Static, Backbone=...
2026.04
73.66
DF-Merge
Type=Static, Backbone=...
2026.04
73.48
DARE
Type=Static, Backbone=...
2026.04
70.27
Task-Arithmetic
Type=Static, Backbone=...
2026.04
70.23
Fisher Merging
Type=Static, Backbone=...
2026.04
69.65
Weight-Averaging
Type=Static, Backbone=...
2026.04
65.85
Pre-trained
Backbone=ViT-B/32
2026.04
48.1
Feedback
Search any
task
Search any
task