Upload results/results_robustness_tinycnn_standalone.txt with huggingface_hub
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results/results_robustness_tinycnn_standalone.txt
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Device: cuda:0
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Model: tinycnn, Weights: ./weights/tinycnn_standalone_best.pth
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Parameters: 46,673
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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 — TINYCNN
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===========================================================================
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Condition Median P90 P99 Mean
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---------------------------------------------------------------------------
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Normal (no corruption) 3.922m 13.919m 23.244m 5.833m
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Drop AP 0 5.695m 15.912m 24.385m 7.459m
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Drop AP 1 8.355m 15.854m 22.246m 8.862m
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Drop AP 2 11.256m 18.255m 22.105m 10.721m
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Drop AP 3 5.816m 17.084m 23.119m 7.485m
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Random drop 1 AP 7.940m 16.858m 23.405m 8.580m
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Random drop 2 APs 10.065m 18.484m 23.806m 10.298m
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Gaussian noise (sigma=0.1) 9.457m 17.049m 25.018m 9.946m
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Gaussian noise (sigma=0.2) 10.910m 20.541m 26.366m 11.767m
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Attenuation (0.5x all) 9.708m 17.593m 22.233m 10.318m
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Attenuate AP 0 (0.3x) 4.316m 15.121m 24.119m 6.512m
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Gaussian blur (k=5, s=1) 4.014m 14.903m 23.965m 6.121m
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===========================================================================
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Results saved to robustness_tinycnn.txt
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