hypertower/v4/figures/output/F8_quadrant_fractions.csv at main

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rpotter6298 708fbc70ce Add analysis scripts and experiment configurations for bridge attention and sensitivity studies

- Introduced `bridge_attention_ceiling_check.py` for variance decomposition analysis on bridge attention configurations.
- Added `bridge_attention_readout.py` to perform per-tower gate and contribution readouts, including AUC sanity checks.
- Created multiple JSON configuration files for backbone replication experiments, including anonymous CV variants and basic backbones.
- Implemented sensitivity experiments to evaluate the impact of axial length inclusion and EfficientNetV2-M performance at higher resolutions.
- Added a memory probe script to assess GPU memory usage during training with EfficientNetV2-M.

2026-07-03 08:51:44 +02:00

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1	class	outcome	scope	quadrant	n_eyes	mean	sd
2	Glaucoma	correct	disc	ST	46	0.14268406172610618	0.08672064804334276
3	Glaucoma	correct	disc	SN	46	0.1891374642326569	0.15141795670756453
4	Glaucoma	correct	disc	IT	46	0.28698060971321787	0.1321960653720743
5	Glaucoma	correct	disc	IN	46	0.3811978502755397	0.17407907371247724
6	Glaucoma	correct	peri	ST	46	0.0801709241030986	0.08494386999472202
7	Glaucoma	correct	peri	SN	46	0.15918948407117592	0.20257575474186357
8	Glaucoma	correct	peri	IT	46	0.34826832191551693	0.2606073381849083
9	Glaucoma	correct	peri	IN	46	0.41237125804664543	0.249789089870656
10	Glaucoma	correct	full	ST	46	0.09742898919008372	0.08228642449987539
11	Glaucoma	correct	full	SN	46	0.18659980165443252	0.20125297725836833
12	Glaucoma	correct	full	IT	46	0.36286098988076154	0.26458782651352963
13	Glaucoma	correct	full	IN	46	0.35311022712131146	0.2246580892242915
14	Glaucoma	incorrect	disc	ST	34	0.252112440145696	0.15034014496616682
15	Glaucoma	incorrect	disc	SN	34	0.1746002632983389	0.09578946023984732
16	Glaucoma	incorrect	disc	IT	34	0.3293620129186265	0.17212955919145329
17	Glaucoma	incorrect	disc	IN	34	0.24392528597147015	0.17660301429323946
18	Glaucoma	incorrect	peri	ST	34	0.20385530932089996	0.17952535419921464
19	Glaucoma	incorrect	peri	SN	34	0.15875330500366588	0.15449712019023593
20	Glaucoma	incorrect	peri	IT	34	0.3862569142356727	0.2418765080584544
21	Glaucoma	incorrect	peri	IN	34	0.25113447428742586	0.24028533916258976
22	Glaucoma	incorrect	full	ST	34	0.21217464524321497	0.15540407279111246
23	Glaucoma	incorrect	full	SN	34	0.16330973974559065	0.12739118311502012
24	Glaucoma	incorrect	full	IT	34	0.37856896329311157	0.20473194944523931
25	Glaucoma	incorrect	full	IN	34	0.24594665148198902	0.20319230952963316
26	Normal	correct	disc	ST	313	0.21529517366946307	0.0928060891129116
27	Normal	correct	disc	SN	313	0.1571976673739274	0.08983072836980605
28	Normal	correct	disc	IT	313	0.3536251021009069	0.14392434591451472
29	Normal	correct	disc	IN	313	0.27388205685844386	0.13935549411695708
30	Normal	correct	peri	ST	313	0.16039412908580125	0.10491506604844639
31	Normal	correct	peri	SN	313	0.11198831344232964	0.1038424179426872
32	Normal	correct	peri	IT	313	0.4372451776941388	0.22439216417926178
33	Normal	correct	peri	IN	313	0.29037237912573877	0.21697235549864913
34	Normal	correct	full	ST	313	0.17585699926973924	0.09265567144523121
35	Normal	correct	full	SN	313	0.1305376994147368	0.09449518811759064
36	Normal	correct	full	IT	313	0.4112080738659084	0.19447938630719017
37	Normal	correct	full	IN	313	0.28239722323230754	0.18195870133945977
38	Normal	incorrect	disc	ST	27	0.12299851888544425	0.11261550366741999
39	Normal	incorrect	disc	SN	27	0.2121276641099002	0.1995218721251311
40	Normal	incorrect	disc	IT	27	0.26471045076221783	0.17809359884921286
41	Normal	incorrect	disc	IN	27	0.40016336326290614	0.22355291760060642
42	Normal	incorrect	peri	ST	27	0.07760201435962506	0.10155210979149742
43	Normal	incorrect	peri	SN	27	0.1965738090304749	0.2495116802723263
44	Normal	incorrect	peri	IT	27	0.2814199416369157	0.2308903646345705
45	Normal	incorrect	peri	IN	27	0.4444042475568166	0.27092685369261976
46	Normal	incorrect	full	ST	27	0.09632595685606479	0.13797078057713352
47	Normal	incorrect	full	SN	27	0.20212570434383328	0.2336043948759492
48	Normal	incorrect	full	IT	27	0.3081102746977408	0.2523555953549531
49	Normal	incorrect	full	IN	27	0.3934380562908973	0.24633953116106946

3.2 KiB Raw Permalink Blame History

3.2 KiB

Raw Permalink Blame History