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ResearchFormerly WizWand

Model Merging on 14-task vision merging scenario (test)

94.3AccuracyIndividual Fine-tuned
55.40465.50275.685.698May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Individual Fine-tunedModel=ViT-L/14, Setting=anchor2026.0594.3
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=ISO-CTS2026.0592.2
BMMModel=ViT-L/14, Setting=data-free, Anchor=ISO-CTS2026.0592.1
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=WUDI2026.0591.7
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=TSV2026.0591.6
BMMModel=ViT-L/14, Setting=data-free, Anchor=TSV2026.0591.3
ISO-CTSModel=ViT-L/14, Setting=anchor2026.0591
BMMModel=ViT-L/14, Setting=data-free, Anchor=WUDI2026.0591
Individual Fine-tunedModel=ViT-B/32, Setting=anchor2026.0590.9
BMMModel=ViT-L/14, Setting=data-free, Anchor=Pretrained2026.0590.9
BMMModel=ViT-L/14, Setting=data-free, Anchor=TA2026.0590.9
BMMModel=ViT-L/14, Setting=data-free, Anchor=TIES2026.0590.8
BMMModel=ViT-L/14, Setting=data-free, Anchor=RegMean2026.0590.6
WUDI-MergingModel=ViT-L/14, Setting=anchor2026.0590.5
TSVModel=ViT-L/14, Setting=anchor2026.0589.1
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=TA2026.0588.3
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=TIES2026.0588.3
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=RegMean2026.0588.2
BMMModel=ViT-L/14, Setting=data-assisted, Anchor=Pretrained2026.0588
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=ISO-CTS2026.0585.5
RegMeanModel=ViT-L/14, Setting=anchor2026.0585.5
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=WUDI2026.0584.6
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=TSV2026.0584.3
BMMModel=ViT-B/32, Setting=data-free, Anchor=ISO-CTS2026.0584.3
BMMModel=ViT-B/32, Setting=data-free, Anchor=RegMean2026.0582.9
BMMModel=ViT-B/32, Setting=data-free, Anchor=TSV2026.0582.8
BMMModel=ViT-B/32, Setting=data-free, Anchor=Pretrained2026.0582.7
BMMModel=ViT-B/32, Setting=data-free, Anchor=TA2026.0582.4
BMMModel=ViT-B/32, Setting=data-free, Anchor=TIES2026.0582.3
BMMModel=ViT-B/32, Setting=data-free, Anchor=WUDI2026.0581.7
ISO-CTSModel=ViT-B/32, Setting=anchor2026.0581.5
WUDI-MergingModel=ViT-B/32, Setting=anchor2026.0580.5
TIESModel=ViT-L/14, Setting=anchor2026.0580.2
TSVModel=ViT-B/32, Setting=anchor2026.0579.9
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=TIES2026.0579.7
TAModel=ViT-L/14, Setting=anchor2026.0579.4
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=TA2026.0579.2
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=RegMean2026.0579.1
BMMModel=ViT-B/32, Setting=data-assisted, Anchor=Pretrained2026.0578.9
RegMeanModel=ViT-B/32, Setting=anchor2026.0576.6
Pretrained BackboneModel=ViT-L/14, Setting=anchor2026.0568.5
TIESModel=ViT-B/32, Setting=anchor2026.0568.2
TAModel=ViT-B/32, Setting=anchor2026.0565.2
Pretrained BackboneModel=ViT-B/32, Setting=anchor2026.0556.9