Upload results/results_cross_session_tinycnn_distill.txt with huggingface_hub

results/results_cross_session_tinycnn_distill.txt

@@ -0,0 +1,31 @@
+Device: cuda:0
+Model: tinycnn, Weights: ./weights/tinycnn_distill_best.pth
+Parameters: 46,673
+
+================================================================================
+  CROSS-SESSION EVALUATION -- TINYCNN
+================================================================================
+  Model trained on: Session 1 (Jul28) + Session 2 train (Jul28_2)
+================================================================================
+
+Session                                         N   Median      P90      P99     Mean
+--------------------------------------------------------------------------------
+Loading ./data/dataset_fov_test_jacobs_July28_2.mat
+Loading ./data/dataset_non_fov_test_jacobs_July28_2.mat
+Session 2 test (in-distribution)             4260   3.706m  14.784m  25.101m   6.048m
+Loading ./data/dataset_jacobs_Aug16_1.mat
+Session 3 (Aug16_1, furniture)              11201   5.852m  14.658m  25.319m   7.046m
+Loading ./data/dataset_jacobs_Aug16_3.mat
+Session 4 (Aug16_3, diff furniture)          8754   5.903m  16.471m  26.809m   7.519m
+Loading ./data/dataset_jacobs_Aug16_4_ref.mat
+Session 5 (Aug16_4_ref, reflector)           5486   6.888m  16.602m  26.325m   8.154m
+================================================================================
+
+Degradation vs in-distribution (Session 2 test):
+Session                                      Median delta      P90 delta
+----------------------------------------------------------------------
+Session 3 (Aug16_1, furniture)                    +2.146m        -0.127m
+Session 4 (Aug16_3, diff furniture)               +2.197m        +1.687m
+Session 5 (Aug16_4_ref, reflector)                +3.182m        +1.818m
+
+Results saved to cross_session_tinycnn.txt