{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T15:56:53Z","timestamp":1781539013496,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":42,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T00:00:00Z","timestamp":1781481600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Federal Ministry of Research, Technology and Space of Germany (BMFTR)","award":["13N17718"],"award-info":[{"award-number":["13N17718"]}]},{"name":"Czech Science Foundation (GA\u010cR)","award":["25-16785S"],"award-info":[{"award-number":["25-16785S"]}]},{"name":"SVV project","award":["260 698"],"award-info":[{"award-number":["260 698"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6,16]]},"DOI":"10.1145\/3805622.3810635","type":"proceedings-article","created":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T14:42:57Z","timestamp":1781534577000},"page":"1730-1739","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["What Drove Success at the 15th Video Browser Showdown? A Comprehensive Interaction-Logging Analysis"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-3341-1524","authenticated-orcid":false,"given":"Bastian","family":"J\u00e4ckl","sequence":"first","affiliation":[{"name":"Department of Computer and Information Science, Chair for Data Analysis and Visualization, University of Konstanz, Konstanz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9720-3645","authenticated-orcid":false,"given":"Omar S.","family":"Khan","sequence":"additional","affiliation":[{"name":"Data-intensive Systems and Applications Research Group, IT University of Copenhagen, Copenhagen, Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-3491-6672","authenticated-orcid":false,"given":"Benjamin V.","family":"Verner","sequence":"additional","affiliation":[{"name":"Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-7823-9511","authenticated-orcid":false,"given":"Zuzana","family":"Vopalkova","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, Chair for Data Analysis and Visualization, University of Konstanz, Konstanz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8266-0162","authenticated-orcid":false,"given":"Udo","family":"Schlegel","sequence":"additional","affiliation":[{"name":"Munich Center for Machine Learning, Ludwig-Maximilians-University Munich, Munich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7966-9740","authenticated-orcid":false,"given":"Daniel A.","family":"Keim","sequence":"additional","affiliation":[{"name":"Department of Computer and Information Science, Chair for Data Analysis and Visualization, University of Konstanz, Konstanz, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3558-4144","authenticated-orcid":false,"given":"Jakub","family":"Lokoc","sequence":"additional","affiliation":[{"name":"Faculty of Mathematics and Physics, SIRET Research Group, Charles University, Prague, Czech Republic"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,15]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462800"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450127"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Michael\u00a0J. Cole Chathra Hendahewa Nicholas\u00a0J. Belkin and Chirag Shah. 2015. User Activity Patterns During Information Search. ACM Trans. Inf. Syst. 33 1 Article 1 (March 2015) 39\u00a0pages. 10.1145\/2699656","DOI":"10.1145\/2699656"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","unstructured":"Silvan Heller Viktor Gsteiger Werner Bailer Cathal Gurrin Bj\u00f6rn\u00a0\u00de\u00f3r J\u00f3nsson Jakub Loko\u010d Andreas Leibetseder Franti\u0161ek Mejzl\u00edk Ladislav Pe\u0161ka Luca Rossetto Konstantin Schall Klaus Schoeffmann Heiko Schuldt Florian Spiess Ly-Duyen Tran Lucia Vadicamo Patrik Vesel\u00fd Stefanos Vrochidis and Jiaxin Wu. 2022. Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th Video Browser Showdown. International Journal of Multimedia Information Retrieval 11 1 (2022) 1\u201318. 10.1007\/s13735-021-00225-2","DOI":"10.1007\/s13735-021-00225-2"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/2854946.2854962"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1645966"},{"key":"e_1_3_3_2_8_2","volume-title":"ICMR \u201925: Proceedings of the 2025 International Conference on Multimedia Retrieval","year":"2025","unstructured":"ICMR2025 2025. ICMR \u201925: Proceedings of the 2025 International Conference on Multimedia Retrieval (Chicago, IL, USA). Association for Computing Machinery, New York, NY, USA."},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-032-06069-3_9"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609633"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3652583.3658119"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3726302.3729998"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","unstructured":"Jakub Loko\u010d Stelios Andreadis Werner Bailer Aaron Duane Cathal Gurrin Zhixin Ma Nicola Messina Thao-Nhu Nguyen Ladislav Pe\u0161ka Luca Rossetto Loris Sauter Konstantin Schall Klaus Schoeffmann Omar\u00a0Shahbaz Khan Florian Spiess Lucia Vadicamo and Stefanos Vrochidis. 2023. Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS. Multimedia Syst. 29 6 (Aug. 2023) 3481\u20133504. 10.1007\/s00530-023-01143-5","DOI":"10.1007\/s00530-023-01143-5"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","unstructured":"Jakub Loko\u010d Gregor Koval\u010d\u00edk Bernd M\u00fcnzer Klaus Sch\u00f6ffmann Werner Bailer Ralph Gasser Stefanos Vrochidis Phuong\u00a0Anh Nguyen Sitapa Rujikietgumjorn and Kai\u00a0Uwe Barthel. 2019. Interactive Search or Sequential Browsing? A Detailed Analysis of the Video Browser Showdown 2018. ACM Trans. Multimedia Comput. Commun. Appl. 15 1 Article 29 (Feb. 2019) 18\u00a0pages. 10.1145\/3295663","DOI":"10.1145\/3295663"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351046"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","DOI":"10.1145\/3323873.3325034"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1145\/3394171.3414002"},{"key":"e_1_3_3_2_18_2","doi-asserted-by":"publisher","unstructured":"Jakub Loko\u010d Patrik Vesel\u00fd Franti\u0161ek Mejzl\u00edk Gregor Koval\u010d\u00edk Tom\u00e1\u0161 Sou\u010dek Luca Rossetto Klaus Schoeffmann Werner Bailer Cathal Gurrin Loris Sauter Jaeyub Song Stefanos Vrochidis Jiaxin Wu and Bj\u00f6rn\u00a0\u00fe\u00f3R J\u00f3nsson. 2021. Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020. ACM Trans. Multimedia Comput. Commun. Appl. 17 3 Article 91 (July 2021) 26\u00a0pages. 10.1145\/3445031","DOI":"10.1145\/3445031"},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-53302-0_30"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13560-1_14"},{"key":"e_1_3_3_2_21_2","volume-title":"MultiMedia Modeling: 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8\u201310, 2025, Proceedings, Part II","year":"2025","unstructured":"MMM2025 2025. MultiMedia Modeling: 31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8\u201310, 2025, Proceedings, Part II. Springer."},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3746027.3758267"},{"key":"e_1_3_3_2_23_2","first-page":"8748","volume-title":"International Conference on Machine Learning","author":"Radford Alec","year":"2021","unstructured":"Alec Radford, Jong\u00a0Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et\u00a0al. 2021. Learning transferable visual models from natural language supervision. In International Conference on Machine Learning. PmLR, PMLR, Virtual, 8748\u20138763."},{"key":"e_1_3_3_2_24_2","unstructured":"Luca Rossetto. 2026. VBS-Archive. https:\/\/github.com\/lucaro\/VBS-Archive. GitHub repository: Archive of Tasks and Results of the Video Browser Showdown. Accessed: 2026-04-22."},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1145\/3746027.3760242"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","unstructured":"Luca Rossetto Ralph Gasser Silvan Heller Mahnaz Parian-Scherb Loris Sauter Florian Spiess Heiko Schuldt Ladislav Pe\u0161ka Tom\u00e1\u0161 Sou\u010dek Miroslav Kratochv\u00edl Franti\u0161ek Mejzl\u00edk Patrik Vesel\u00fd and Jakub Loko\u010d. 2021. On the User-Centric Comparative Remote Evaluation of Interactive Video Search Systems. IEEE MultiMedia 28 4 (2021) 18\u201328. 10.1109\/MMUL.2021.3066779","DOI":"10.1109\/MMUL.2021.3066779"},{"key":"e_1_3_3_2_27_2","doi-asserted-by":"crossref","unstructured":"Luca Rossetto Ralph Gasser Jakub Loko\u010d Werner Bailer Klaus Schoeffmann Bernd Muenzer Tom\u00e1\u0161 Sou\u010dek Phuong\u00a0Anh Nguyen Paolo Bolettieri Andreas Leibetseder and Stefanos Vrochidis. 2021. Interactive Video Retrieval in the Age of Deep Learning \u2013 Detailed Evaluation of VBS 2019. IEEE Transactions on Multimedia 23 (2021) 243\u2013256.","DOI":"10.1109\/TMM.2020.2980944"},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-67835-7_33"},{"key":"e_1_3_3_2_29_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05710-7_29"},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","unstructured":"Loris Sauter Ralph Gasser Heiko Schuldt Abraham Bernstein and Luca Rossetto. 2024. Performance Evaluation in Multimedia Retrieval. ACM Transactions on Multimedia Computing Communications and Applications 21 (Oct. 2024) 23\u00a0pages. 10.1145\/3678881","DOI":"10.1145\/3678881"},{"key":"e_1_3_3_2_31_2","doi-asserted-by":"publisher","unstructured":"Konstantin Schall Werner Bailer Kai Barthel Fabio Carrara Jakub Lokoc Ladislav Peska Klaus Schoeffmann Lucia Vadicamo and Claudio Vairo. 2024. Interactive multimodal video search: an extended post-evaluation for the VBS 2022 competition. International Journal of Multimedia Information Retrieval 13 (2024) 13\u00a0pages. 10.1007\/s13735-024-00325-9","DOI":"10.1007\/s13735-024-00325-9"},{"key":"e_1_3_3_2_32_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-75823-2_9"},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-95-6963-2_6"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","unstructured":"Klaus Schoeffmann Marco\u00a0A. Hudelist and Jochen Huber. 2015. Video Interaction Tools: A Survey of Recent Work. ACM Comput. Surv. 48 1 Article 14 (Sept. 2015) 34\u00a0pages. 10.1145\/2808796","DOI":"10.1145\/2808796"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-2074-6_31"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3685517"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","unstructured":"Allie Tran Werner Bailer Duc-Tien Dang-Nguyen Graham Healy Steve Hodges Bj\u00f6rn \u00de\u00f3r J\u00f3nsson Luca Rossetto Klaus Sch\u00f6ffmann Minh-Triet Tran Lucia Vadicamo and Cathal Gurrin. 2025. The State-of-the-Art in Lifelog Retrieval: A Review of Progress at the ACM Lifelog Search Challenge Workshop 2022-24. ArXiv abs\/2506.06743 (2025) 24\u00a0pages. 10.1109\/ACCESS.2025.3644952","DOI":"10.1109\/ACCESS.2025.3644952"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-95-6957-1_26"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"publisher","unstructured":"Ly-Duyen Tran Manh-Duy Nguyen Duc-Tien Dang-Nguyen Silvan Heller Florian Spiess Jakub Loko\u010d Ladislav Pe\u0161ka Thao-Nhu Nguyen Omar\u00a0Shahbaz Khan Aaron Duane Bj\u00f6rn\u00a0\u00fe\u00f3r J\u00f3nsson Luca Rossetto An-Zi Yen Ahmed Alateeq Naushad Alam Minh-Triet Tran Graham Healy Klaus Schoeffmann and Cathal Gurrin. 2023. Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021. IEEE Access 11 (2023) 30982\u201330995. 10.1109\/ACCESS.2023.3248284","DOI":"10.1109\/ACCESS.2023.3248284"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-27077-2_42"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","unstructured":"Lucia Vadicamo Rahel Arnold Werner Bailer Fabio Carrara Cathal Gurrin Nico Hezel Xinghan Li Jakub Lokoc Sebastian Lubos Zhixin Ma Nicola Messina Thao-Nhu Nguyen Ladislav Peska Luca Rossetto Loris Sauter Klaus Sch\u00f6ffmann Florian Spiess Minh-Triet Tran and Stefanos Vrochidis. 2024. Evaluating Performance and Trends in Interactive Video Retrieval: Insights From the 12th VBS Competition. IEEE Access 12 (2024) 79342\u201379366. 10.1109\/ACCESS.2024.3405638","DOI":"10.1109\/ACCESS.2024.3405638"},{"key":"e_1_3_3_2_42_2","volume-title":"The Fourteenth International Conference on Learning Representations","author":"Weller Orion","year":"2026","unstructured":"Orion Weller, Michael Boratko, Iftekhar Naim, and Jinhyuk Lee. 2026. On the Theoretical Limitations of Embedding-Based Retrieval. In The Fourteenth International Conference on Learning Representations."},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01100"}],"event":{"name":"ICMR '26: International Conference on Multimedia Retrieval","location":"Amsterdam The Netherlands","acronym":"ICMR '26","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 2026 International Conference on Multimedia Retrieval"],"original-title":[],"deposited":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T15:34:00Z","timestamp":1781537640000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3805622.3810635"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,15]]},"references-count":42,"alternative-id":["10.1145\/3805622.3810635","10.1145\/3805622"],"URL":"https:\/\/doi.org\/10.1145\/3805622.3810635","relation":{},"subject":[],"published":{"date-parts":[[2026,6,15]]},"assertion":[{"value":"2026-06-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}