| Model,Architecture,Fusion Topology,Total Params (M),Trainable (M),Epochs Completed,Overall Acc,Stratified Acc,Yes/No Acc,Number Acc,Other Acc,WUPS,F1 Weighted,F1 Macro |
| ViT-S/16 Baseline,ViT-S16-Baseline,Non-hybrid,139.06,36.86,43,0.4616,0.4364,0.5462,0.3415,0.4216,0.6762,0.3931,0.3316 |
| CapsViT-IDCA,CapsViT-IDCA,Bidirectional Co-Adaptive,157.52,55.32,47,0.3702,0.2919,0.5391,0.0154,0.321,0.6209,0.2888,0.1917 |
| CapsViT-SRF,CapsViT-SRF,Unidirectional Progressive,149.23,47.03,55,0.4878,0.3876,0.6943,0.0358,0.4326,0.6945,0.4377,0.3486 |
| CapsViT-ASF,CapsViT-ASF,Late-Fusion,142.19,39.98,43,0.3342,0.2681,0.5294,0.0245,0.2504,0.5837,0.2474,0.1729 |
| CapsViT-ARE,CapsViT-ARE,Unidirectional Progressive,143.18,40.97,58,0.5277,0.5173,0.6942,0.4522,0.4056,0.741,0.4965,0.3138 |
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