neurips26 commited on
Commit
4491002
·
verified ·
1 Parent(s): 2bd45af

Create analysis_results.json

Browse files
Files changed (1) hide show
  1. analysis_results.json +167 -0
analysis_results.json ADDED
@@ -0,0 +1,167 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "finding1_tau_matrix": {
3
+ "tau_matrix": [
4
+ [
5
+ 1.0,
6
+ 0.8518518518518519,
7
+ 0.5555555555555557,
8
+ -0.2592592592592593,
9
+ -0.07407407407407408
10
+ ],
11
+ [
12
+ 0.8518518518518519,
13
+ 1.0,
14
+ 0.5555555555555556,
15
+ -0.11111111111111113,
16
+ 0.0740740740740741
17
+ ],
18
+ [
19
+ 0.5555555555555557,
20
+ 0.5555555555555556,
21
+ 1.0,
22
+ -0.18518518518518526,
23
+ -0.07407407407407407
24
+ ],
25
+ [
26
+ -0.2592592592592593,
27
+ -0.11111111111111113,
28
+ -0.18518518518518526,
29
+ 1.0,
30
+ 0.44444444444444453
31
+ ],
32
+ [
33
+ -0.07407407407407408,
34
+ 0.0740740740740741,
35
+ -0.07407407407407407,
36
+ 0.44444444444444453,
37
+ 1.0
38
+ ]
39
+ ],
40
+ "p_matrix": [
41
+ [
42
+ 0.0,
43
+ 5.6708477461516386e-06,
44
+ 0.007669728020954256,
45
+ 0.04311073418146568,
46
+ 0.5587899692492142
47
+ ],
48
+ [
49
+ 5.6708477461516386e-06,
50
+ 0.0,
51
+ 0.005390882019515592,
52
+ 0.47136168054729377,
53
+ 0.6810571608718818
54
+ ],
55
+ [
56
+ 0.007669728020954256,
57
+ 0.005390882019515592,
58
+ 0.0,
59
+ 0.384191947993784,
60
+ 0.6952876854012655
61
+ ],
62
+ [
63
+ 0.04311073418146568,
64
+ 0.47136168054729377,
65
+ 0.384191947993784,
66
+ 0.0,
67
+ 4.366826031328028e-05
68
+ ],
69
+ [
70
+ 0.5587899692492142,
71
+ 0.6810571608718818,
72
+ 0.6952876854012655,
73
+ 4.366826031328028e-05,
74
+ 0.0
75
+ ]
76
+ ],
77
+ "metric_names": [
78
+ "FA",
79
+ "RA",
80
+ "MIA",
81
+ "AD",
82
+ "JS"
83
+ ]
84
+ },
85
+ "finding1_contradiction": [
86
+ {
87
+ "method": "gradient_ascent",
88
+ "FA_score": 0.6222,
89
+ "RA_score": 0.62,
90
+ "MIA_score": 0.2733,
91
+ "AD_score": 105.0456,
92
+ "JS_score": 0.0867,
93
+ "FA_rank": 3,
94
+ "RA_rank": 2,
95
+ "MIA_rank": 1,
96
+ "AD_rank": 4,
97
+ "JS_rank": 3
98
+ },
99
+ {
100
+ "method": "random_labels",
101
+ "FA_score": 0.6111,
102
+ "RA_score": 0.6267,
103
+ "MIA_score": 0.3378,
104
+ "AD_score": 41.401,
105
+ "JS_score": 0.0382,
106
+ "FA_rank": 1,
107
+ "RA_rank": 1,
108
+ "MIA_rank": 3,
109
+ "AD_rank": 1,
110
+ "JS_rank": 1
111
+ },
112
+ {
113
+ "method": "finetune_retain",
114
+ "FA_score": 0.6185,
115
+ "RA_score": 0.58,
116
+ "MIA_score": 0.3459,
117
+ "AD_score": 87.1024,
118
+ "JS_score": 0.1574,
119
+ "FA_rank": 2,
120
+ "RA_rank": 4,
121
+ "MIA_rank": 4,
122
+ "AD_rank": 3,
123
+ "JS_rank": 4
124
+ },
125
+ {
126
+ "method": "salun",
127
+ "FA_score": 0.6222,
128
+ "RA_score": 0.6,
129
+ "MIA_score": 0.323,
130
+ "AD_score": 51.1094,
131
+ "JS_score": 0.0491,
132
+ "FA_rank": 4,
133
+ "RA_rank": 3,
134
+ "MIA_rank": 2,
135
+ "AD_rank": 2,
136
+ "JS_rank": 2
137
+ }
138
+ ],
139
+ "finding2_modality_compare": {
140
+ "multimodal_mean_tau": 0.08610242435087354,
141
+ "unimodal_mean_tau": 0.15800946427223814,
142
+ "delta": 0.0719070399213646,
143
+ "finding": "Metric agreement is 0.072 lower in multimodal settings. The two-pathway image+text architecture amplifies metric contradiction."
144
+ },
145
+ "finding3_reliability": {
146
+ "FA": {
147
+ "spearman_r": -0.4177916220015719,
148
+ "p_value": 0.011230773315023548
149
+ },
150
+ "RA": {
151
+ "spearman_r": 0.48365316307562467,
152
+ "p_value": 0.0028042215785169288
153
+ },
154
+ "MIA": {
155
+ "spearman_r": 0.22401597757064645,
156
+ "p_value": 0.18903953402588844
157
+ },
158
+ "AD": {
159
+ "spearman_r": -0.21532917220726358,
160
+ "p_value": 0.20722367190215776
161
+ },
162
+ "JS": {
163
+ "spearman_r": -0.051480051480051484,
164
+ "p_value": 0.7655679786158989
165
+ }
166
+ }
167
+ }