JustAGeek commited on
Commit
dd90d75
·
verified ·
1 Parent(s): b2d3dea

Upload results/results_cross_session_unet_cosine.txt with huggingface_hub

Browse files
results/results_cross_session_unet_cosine.txt ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Device: cuda:0
2
+ Model: unet, Weights: ./weights/unet_cosine_standalone_best.pth
3
+ Parameters: 2,409,217
4
+
5
+ ================================================================================
6
+ CROSS-SESSION EVALUATION -- UNET
7
+ ================================================================================
8
+ Model trained on: Session 1 (Jul28) + Session 2 train (Jul28_2)
9
+ ================================================================================
10
+
11
+ Session N Median P90 P99 Mean
12
+ --------------------------------------------------------------------------------
13
+ Loading ./data/dataset_fov_test_jacobs_July28_2.mat
14
+ Loading ./data/dataset_non_fov_test_jacobs_July28_2.mat
15
+ Session 2 test (in-distribution) 4260 0.640m 1.581m 3.651m 0.851m
16
+ Loading ./data/dataset_jacobs_Aug16_1.mat
17
+ Session 3 (Aug16_1, furniture) 11201 1.063m 2.508m 7.739m 1.410m
18
+ Loading ./data/dataset_jacobs_Aug16_3.mat
19
+ Session 4 (Aug16_3, diff furniture) 8754 1.005m 3.704m 9.184m 1.567m
20
+ Loading ./data/dataset_jacobs_Aug16_4_ref.mat
21
+ Session 5 (Aug16_4_ref, reflector) 5486 1.334m 3.301m 8.595m 1.735m
22
+ ================================================================================
23
+
24
+ Degradation vs in-distribution (Session 2 test):
25
+ Session Median delta P90 delta
26
+ ----------------------------------------------------------------------
27
+ Session 3 (Aug16_1, furniture) +0.423m +0.927m
28
+ Session 4 (Aug16_3, diff furniture) +0.365m +2.123m
29
+ Session 5 (Aug16_4_ref, reflector) +0.694m +1.720m
30
+
31
+ Results saved to cross_session_unet.txt