{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T18:28:25Z","timestamp":1780511305693,"version":"3.54.1"},"reference-count":143,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100006778","name":"ML4Seismic Industry Partners at Georgia Institute of Technology","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006778","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3643616","type":"journal-article","created":{"date-parts":[[2025,12,12]],"date-time":"2025-12-12T18:36:52Z","timestamp":1765564612000},"page":"215110-215131","source":"Crossref","is-referenced-by-count":3,"title":["A Large-Scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation, and Inferential Behavior"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0438-0691","authenticated-orcid":false,"given":"Jorge","family":"Quesada","sequence":"first","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chen","family":"Zhou","sequence":"additional","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-2187-8217","authenticated-orcid":false,"given":"Prithwijit","family":"Chowdhury","sequence":"additional","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mohammad","family":"Alotaibi","sequence":"additional","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8308-6019","authenticated-orcid":false,"given":"Ahmad","family":"Mustafa","sequence":"additional","affiliation":[{"name":"Information Technology University, Lahore, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yusufjon","family":"Kumakov","sequence":"additional","affiliation":[{"name":"Tashkent State Technical University, Tashkent, Uzbekistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8743-7058","authenticated-orcid":false,"given":"Mohit","family":"Prabhushankar","sequence":"additional","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6818-8001","authenticated-orcid":false,"given":"Ghassan","family":"AlRegib","sequence":"additional","affiliation":[{"name":"OLIVES, Georgia Institute of Technology, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-025-10329-0"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2025.3586693"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-024-04107-0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3997\/2214-4609.2025638042"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-11080-y"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2025.3552626"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.advwatres.2025.104952"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI52829.2022.9761432"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897248"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3277789"},{"key":"ref11","first-page":"5299","article-title":"MTNeuro: A benchmark for evaluating representations of brain structure across multiple levels of abstraction","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Quesada"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP46576.2022.9897215"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2024.3517635"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-025-11259-x"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1190\/geo2018-0646.1"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1190\/geo2024-0020.1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1029\/2008RG000260"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/S0074-6142(03)80186-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/rs16050922"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICSP62129.2024.10846297"},{"key":"ref21","article-title":"Seismic facies analysis: A deep domain adaptation approach","author":"Nasim","year":"2020","journal-title":"arXiv:2011.10510"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.compgeo.2023.105412"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1190\/geo2018-0028.1"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0249.1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2021.107219"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1190\/image2022-3745292.1"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1190\/image2023-3916315.1"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506657"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2626998"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1190\/1.2215357"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1046\/j.0263-5046.2001.00142.x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1190\/segam2017-17748277.1"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1190\/segam2018-2996501.1"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1190\/image2022-3751735.1"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW63382.2024.00167"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/BigData62323.2024.10825731"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1130\/GSATG282A.1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1190\/tle39100734.1"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3997\/2214-4609.202032015"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49409-8_35"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00780"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA59173.2023.10479325"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3117407"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/BigData59044.2023.10386242"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01008-z"},{"key":"ref51","first-page":"9201","article-title":"OLIVES dataset: Ophthalmic labels for investigating visual eye semantics","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Prabhushankar"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.5555\/3045118.3045167"},{"key":"ref53","article-title":"Instance normalization: The missing ingredient for fast stylization","author":"Ulyanov","year":"2016","journal-title":"arXiv:1607.08022"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296841"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"ref56","first-page":"1","article-title":"The effectiveness of data augmentation in image classification using deep learning","author":"Perez","year":"2017","journal-title":"Convolutional Neural Netw. Vis. Recognit."},{"key":"ref57","first-page":"12077","article-title":"SegFormer: Simple and efficient design for semantic segmentation with transformers","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Xie"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1958.tb00292.x"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICPRS54038.2022.9854067"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1029\/2024JH000232"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1093\/gji\/ggz226"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0188.1"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1111\/1365-2478.12769"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3196810"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3409476"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1190\/geo2022-0353.1"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3370037"},{"key":"ref69","volume-title":"Deep Learning","volume":"1","author":"Goodfellow","year":"2016"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3178112"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1190\/geo2020-0432.1"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995347"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00028"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00028"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2931429"},{"key":"ref76","first-page":"12126","article-title":"Introspective learning: A two-stage approach for inference in neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Prabhushankar"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-58347-1_10"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00642"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5971-6_83"},{"key":"ref80","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"27","author":"Yosinski"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.3389\/feart.2023.1119554"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1126\/science.abm4470"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1190\/geo2023-0063.1"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3219117"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.3390\/app12199796"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref87","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref88","article-title":"Efficient inference in fully connected crfs with Gaussian edge potentials","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"24","author":"Kr\u00e4henb\u00fchl"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.353"},{"key":"ref90","first-page":"5389","article-title":"Do ImageNet classifiers generalize to ImageNet","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Recht"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-00257-z"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.earscirev.2004.06.003"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1201\/9781315273747"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.3133\/b1995bb"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.3133\/ofr89315"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1029\/2021GL095372"},{"key":"ref97","volume-title":"Project F3 Demo 2023\u2014Data Info","year":"2023"},{"key":"ref98","article-title":"Geological and geophysical evaluation of the thebe field, block XX, offshore Western Australia","author":"Bailey","year":"2013"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1016\/j.earscirev.2023.104509"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2015.7351597"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1190\/tle37060443.1"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2017-0181.1"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1190\/segam2015-5934664.1"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1190\/segam2018-2997865.1"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190698"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1190\/geo2020-0541.1"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.3997\/2214-4609.201800733"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2021.104776"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63799-6_3"},{"key":"ref110","article-title":"CRACKS: Crowdsourcing resources for analysis and categorization of key subsurface faults","author":"Prabhushankar","year":"2024","journal-title":"arXiv:2408.11185"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1029\/2021JB021882"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1190\/geo2021-0805.1"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2018.2875836"},{"key":"ref114","volume-title":"The Netherlands Offshore, the North Sea, F3 Block\u2014Complete","year":"1987"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1190\/geo2022-0594.1"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1190\/image2023-3916384.1"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1190\/image2023-3916797.1"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.3934\/aci.2021002"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-023-07836-3"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1190\/segam2021-3583111.1"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506644"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1190\/segam2021-3583675.1"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1190\/segam2020-3428298.1"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1190\/segam2020-3428378.1"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190798"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0250.1"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1190\/INT-2018-0054.1"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1190\/segam2019-3216766.1"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1190\/segam2019-3216840.1"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1190\/segam2019-3215902.1"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.3390\/geosciences8030079"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1007\/s13202-022-01571-5"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3244037"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1802.02611"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.164"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.622"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00889-5_1"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3244683"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.1994.576361"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00414"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2022.106004"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67558-9_28"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11298702.pdf?arnumber=11298702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,26]],"date-time":"2025-12-26T18:24:37Z","timestamp":1766773477000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11298702\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":143,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3643616","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}