rpotter6298
708fbc70ce
- 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.
50 lines
3.2 KiB
CSV
50 lines
3.2 KiB
CSV
class,outcome,scope,quadrant,n_eyes,mean,sd
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Glaucoma,correct,disc,ST,46,0.14268406172610618,0.08672064804334276
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Glaucoma,correct,disc,SN,46,0.1891374642326569,0.15141795670756453
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Glaucoma,correct,disc,IT,46,0.28698060971321787,0.1321960653720743
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Glaucoma,correct,disc,IN,46,0.3811978502755397,0.17407907371247724
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Glaucoma,correct,peri,ST,46,0.0801709241030986,0.08494386999472202
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Glaucoma,correct,peri,SN,46,0.15918948407117592,0.20257575474186357
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Glaucoma,correct,peri,IT,46,0.34826832191551693,0.2606073381849083
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Glaucoma,correct,peri,IN,46,0.41237125804664543,0.249789089870656
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Glaucoma,correct,full,ST,46,0.09742898919008372,0.08228642449987539
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Glaucoma,correct,full,SN,46,0.18659980165443252,0.20125297725836833
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Glaucoma,correct,full,IT,46,0.36286098988076154,0.26458782651352963
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Glaucoma,correct,full,IN,46,0.35311022712131146,0.2246580892242915
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Glaucoma,incorrect,disc,ST,34,0.252112440145696,0.15034014496616682
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Glaucoma,incorrect,disc,SN,34,0.1746002632983389,0.09578946023984732
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Glaucoma,incorrect,disc,IT,34,0.3293620129186265,0.17212955919145329
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Glaucoma,incorrect,disc,IN,34,0.24392528597147015,0.17660301429323946
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Glaucoma,incorrect,peri,ST,34,0.20385530932089996,0.17952535419921464
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Glaucoma,incorrect,peri,SN,34,0.15875330500366588,0.15449712019023593
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Glaucoma,incorrect,peri,IT,34,0.3862569142356727,0.2418765080584544
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Glaucoma,incorrect,peri,IN,34,0.25113447428742586,0.24028533916258976
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Glaucoma,incorrect,full,ST,34,0.21217464524321497,0.15540407279111246
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Glaucoma,incorrect,full,SN,34,0.16330973974559065,0.12739118311502012
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Glaucoma,incorrect,full,IT,34,0.37856896329311157,0.20473194944523931
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Glaucoma,incorrect,full,IN,34,0.24594665148198902,0.20319230952963316
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Normal,correct,disc,ST,313,0.21529517366946307,0.0928060891129116
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Normal,correct,disc,SN,313,0.1571976673739274,0.08983072836980605
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Normal,correct,disc,IT,313,0.3536251021009069,0.14392434591451472
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Normal,correct,disc,IN,313,0.27388205685844386,0.13935549411695708
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Normal,correct,peri,ST,313,0.16039412908580125,0.10491506604844639
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Normal,correct,peri,SN,313,0.11198831344232964,0.1038424179426872
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Normal,correct,peri,IT,313,0.4372451776941388,0.22439216417926178
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Normal,correct,peri,IN,313,0.29037237912573877,0.21697235549864913
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Normal,correct,full,ST,313,0.17585699926973924,0.09265567144523121
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Normal,correct,full,SN,313,0.1305376994147368,0.09449518811759064
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Normal,correct,full,IT,313,0.4112080738659084,0.19447938630719017
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Normal,correct,full,IN,313,0.28239722323230754,0.18195870133945977
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Normal,incorrect,disc,ST,27,0.12299851888544425,0.11261550366741999
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Normal,incorrect,disc,SN,27,0.2121276641099002,0.1995218721251311
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Normal,incorrect,disc,IT,27,0.26471045076221783,0.17809359884921286
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Normal,incorrect,disc,IN,27,0.40016336326290614,0.22355291760060642
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Normal,incorrect,peri,ST,27,0.07760201435962506,0.10155210979149742
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Normal,incorrect,peri,SN,27,0.1965738090304749,0.2495116802723263
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Normal,incorrect,peri,IT,27,0.2814199416369157,0.2308903646345705
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Normal,incorrect,peri,IN,27,0.4444042475568166,0.27092685369261976
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Normal,incorrect,full,ST,27,0.09632595685606479,0.13797078057713352
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Normal,incorrect,full,SN,27,0.20212570434383328,0.2336043948759492
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Normal,incorrect,full,IT,27,0.3081102746977408,0.2523555953549531
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Normal,incorrect,full,IN,27,0.3934380562908973,0.24633953116106946
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