Upload results/results_cross_session_unet_cosine.txt with huggingface_hub
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results/results_cross_session_unet_cosine.txt
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Device: cuda:0
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Model: unet, Weights: ./weights/unet_cosine_standalone_best.pth
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Parameters: 2,409,217
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================================================================================
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CROSS-SESSION EVALUATION -- UNET
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================================================================================
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Model trained on: Session 1 (Jul28) + Session 2 train (Jul28_2)
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================================================================================
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Session N Median P90 P99 Mean
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--------------------------------------------------------------------------------
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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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Session 2 test (in-distribution) 4260 0.640m 1.581m 3.651m 0.851m
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Loading ./data/dataset_jacobs_Aug16_1.mat
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Session 3 (Aug16_1, furniture) 11201 1.063m 2.508m 7.739m 1.410m
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Loading ./data/dataset_jacobs_Aug16_3.mat
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Session 4 (Aug16_3, diff furniture) 8754 1.005m 3.704m 9.184m 1.567m
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Loading ./data/dataset_jacobs_Aug16_4_ref.mat
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Session 5 (Aug16_4_ref, reflector) 5486 1.334m 3.301m 8.595m 1.735m
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================================================================================
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Degradation vs in-distribution (Session 2 test):
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Session Median delta P90 delta
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----------------------------------------------------------------------
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Session 3 (Aug16_1, furniture) +0.423m +0.927m
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Session 4 (Aug16_3, diff furniture) +0.365m +2.123m
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Session 5 (Aug16_4_ref, reflector) +0.694m +1.720m
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Results saved to cross_session_unet.txt
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