Upload results/results_robustness_mobilenet_standalone.txt with huggingface_hub
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results/results_robustness_mobilenet_standalone.txt
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Device: cuda:0
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Model: mobilenet, Weights: ./weights/mobilenet_standalone_best.pth
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Parameters: 2,273,281
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Loading test data...
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Loading ./data/dataset_fov_test_jacobs_July28_2.mat
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Loading ./data/dataset_non_fov_test_jacobs_July28_2.mat
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Test samples: 4260
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===========================================================================
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ROBUSTNESS EVALUATION — MOBILENET
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===========================================================================
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Condition Median P90 P99 Mean
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---------------------------------------------------------------------------
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Normal (no corruption) 0.707m 1.616m 3.992m 0.900m
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Drop AP 0 1.273m 3.396m 13.029m 2.005m
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Drop AP 1 0.943m 2.693m 10.974m 1.449m
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Drop AP 2 1.562m 7.290m 20.846m 3.057m
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Drop AP 3 0.860m 2.831m 9.758m 1.394m
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Random drop 1 AP 1.100m 3.957m 14.259m 1.960m
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Random drop 2 APs 2.402m 11.691m 22.997m 4.468m
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Gaussian noise (sigma=0.1) 16.368m 20.939m 25.196m 16.557m
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Gaussian noise (sigma=0.2) 16.307m 20.748m 25.188m 16.503m
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Attenuation (0.5x all) 1.342m 4.211m 14.831m 2.181m
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Attenuate AP 0 (0.3x) 0.985m 2.247m 10.343m 1.300m
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Gaussian blur (k=5, s=1) 0.849m 2.121m 12.033m 1.281m
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===========================================================================
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Results saved to robustness_mobilenet.txt
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