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Benchmarks
Image Classification on ImageNet-1K (val) (Robustness Deltas: HF, VF, Rotation)
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84.2
Top-1 Accuracy (Original)
VNCT-T
82.432
82.891
83.35
83.809
Jul 3, 2026
Top-1 Accuracy (Original)
Top-1 Accuracy (HF)
Top-1 Accuracy (VF)
Top-1 Accuracy (R90)
Top-1 Accuracy (R180)
Average Drop
Updated 18d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy (Original)
Top-1 Accuracy (HF)
Top-1 Accuracy (VF)
Top-1 Accuracy (R90)
Top-1 Accuracy (R180)
Average Drop
VNCT-T
adaptation=without ret...
2026.07
84.2
84.1
83.9
83.5
83.9
0.3
VSSD-T
adaptation=without ret...
2026.07
83.7
83.4
82.7
81.9
82.8
0.9
VMamba-T
adaptation=without ret...
2026.07
82.5
82.1
80.8
79.6
81
1.6
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