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ResearchFormerly WizWand

Cardiac Video Classification on cine CMR dataset

89.9AccuracyShapeFuse
74.71678.65882.686.542Jul 8, 2026
Updated 3mo ago

Evaluation results

MethodLinks
ShapeFuseRegistration Network=TLRN, Backbone=ResNet2026.0789.990.1
ShapeFuseRegistration Network=VM, Backbone=ResNet2026.0788.890.2
BilinearRegistration Network=TLRN, Backbone=ResNet2026.0787.688.4
ShapeFuseRegistration Network=TLRN, Backbone=EfficientNet2026.0787.688.4
ShapeFuseRegistration Network=TLRN, Backbone=DenseNet2026.0787.689.1
ShapeFuseRegistration Network=VM, Backbone=ViT2026.0786.985.8
WeightedRegistration Network=TLRN, Backbone=EfficientNet2026.0786.588.2
ShapeFuseRegistration Network=TLRN, Backbone=ViT2026.0786.285
BilinearRegistration Network=TLRN, Backbone=DenseNet2026.0785.587.1
ShapeFuseRegistration Network=VM, Backbone=DenseNet2026.0785.487.1
AddRegistration Network=TLRN, Backbone=ResNet2026.0785.487.1
WeightedRegistration Network=TLRN, Backbone=ResNet2026.0785.487.6
BilinearRegistration Network=TLRN, Backbone=EfficientNet2026.0785.487.4
AttentionRegistration Network=TLRN, Backbone=DenseNet2026.0785.484.6
WeightedRegistration Network=VM, Backbone=ViT2026.0785.282.7
BilinearRegistration Network=VM, Backbone=ViT2026.0785.283.4
WeightedRegistration Network=TLRN, Backbone=ViT2026.0785.284.8
AttentionRegistration Network=VM, Backbone=DenseNet2026.0784.386.5
ShapeFuseRegistration Network=VM, Backbone=EfficientNet2026.0784.385.7
ConcatRegistration Network=TLRN, Backbone=EfficientNet2026.0784.386
AttentionRegistration Network=TLRN, Backbone=ResNet2026.0784.285.7
AttentionRegistration Network=TLRN, Backbone=EfficientNet2026.0784.284.4
BilinearRegistration Network=TLRN, Backbone=ViT2026.0784.183.7
WeightedRegistration Network=VM, Backbone=ResNet2026.0783.285.7
BilinearRegistration Network=VM, Backbone=ResNet2026.0783.285.7
AddRegistration Network=TLRN, Backbone=EfficientNet2026.0783.185.7
AddRegistration Network=TLRN, Backbone=ViT2026.0783.184.8
ConcatRegistration Network=TLRN, Backbone=DenseNet2026.0783.186
AttentionRegistration Network=TLRN, Backbone=ViT2026.0783.182
ConcatRegistration Network=VM, Backbone=ViT2026.078382.4
AttentionRegistration Network=VM, Backbone=ViT2026.078384.4
AddRegistration Network=VM, Backbone=DenseNet2026.078284.9
BilinearRegistration Network=VM, Backbone=EfficientNet2026.078284.6
AttentionRegistration Network=VM, Backbone=EfficientNet2026.078285.2
AddRegistration Network=TLRN, Backbone=DenseNet2026.078285.2
ConcatRegistration Network=TLRN, Backbone=ResNet2026.078284
WeightedRegistration Network=TLRN, Backbone=DenseNet2026.078285.2
AddRegistration Network=VM, Backbone=ViT2026.0781.980.8
ShapeRegistration Network=VM2026.0780.982.5
ConcatRegistration Network=VM, Backbone=EfficientNet2026.0780.984.1
AddRegistration Network=VM, Backbone=ResNet2026.0780.788.4
ConcatRegistration Network=TLRN, Backbone=ViT2026.0780.779
ImageBackbone=DenseNet2026.0779.780.2
ShapeRegistration Network=TLRN2026.0779.783.6
ImageBackbone=EfficientNet2026.0778.782.2
AddRegistration Network=VM, Backbone=EfficientNet2026.0778.782.2
WeightedRegistration Network=VM, Backbone=EfficientNet2026.0778.781.6
BilinearRegistration Network=VM, Backbone=DenseNet2026.0778.782.9
AttentionRegistration Network=VM, Backbone=ResNet2026.0778.780.8
ImageBackbone=ViT2026.0778.677.9
ConcatRegistration Network=VM, Backbone=DenseNet2026.0777.581.8
ImageBackbone=ResNet2026.0776.475.1
ConcatRegistration Network=VM, Backbone=ResNet2026.0776.480
WeightedRegistration Network=VM, Backbone=DenseNet2026.0775.380.4