# Ad-hoc Video Search on TRECVID TV17 2017 (test) Source: [Ad-hoc Video Search on TRECVID TV17 2017 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:18.817Z Evaluation of Ad-hoc Video Search performance on the test split of the TRECVID TV17 2017 dataset, typically measured using infAP. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Ad-hoc Video Search | | Dataset (including any stated split) | TRECVID TV17 2017 (test) | | Metric | infAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 28 of 28 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [infAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | infAP | Result date | Report paper | | --- | --- | --- | --- | | LAFF-ml | 29 | Not recorded | 68fa6d1f1e209131cea37ecf | | LAFF | 28.5 | Not recorded | 68fa6d1f1e209131cea37ecf | | SEA + Dual Encoding | 25 | Not recorded | 68fa68d31e209131cea1e62d | | Extended Dual Encoding | 24.4 | Not recorded | 68fa68d31e209131cea1e62d | | SEA + SEA | 23.5 | Not recorded | 68fa68d31e209131cea1e62d | | SEA | 23.4 | Not recorded | 68fa68d31e209131cea1e62d | | Dual Encoding | 23.1 | Not recorded | 68fa694b1e209131cea214a4 | | CLIP2Video | 22.9 | Not recorded | 68fa6d1f1e209131cea37ecf | | Dual Encoding | 22.8 | Not recorded | 68fa68d31e209131cea1e62d | | SEA | 22.8 | Not recorded | 68fa68d31e209131cea1e62d | | W2VV++ | 22.3 | Not recorded | 68fa68d31e209131cea1e62d | | CLIP-FT | 21.5 | Not recorded | 68fa6d1f1e209131cea37ecf | | W2VV++ | 21.3 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 1 | 20.6 | Not recorded | 68fa68d31e209131cea1e62d | | Rank 1 finalist | 20.6 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 1 | 20.6 | Not recorded | 68fa6d1f1e209131cea37ecf | | W2VV | 19.8 | Not recorded | 68fa694b1e209131cea214a4 | | VSE++ | 16.3 | Not recorded | 68fa68d31e209131cea1e62d | | VSE++ | 16.3 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 2 | 15.9 | Not recorded | 68fa68d31e209131cea1e62d | | Rank 2 finalist | 15.9 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 2 | 15.9 | Not recorded | 68fa6d1f1e209131cea37ecf | | VideoStory | 15 | Not recorded | 68fa68d31e209131cea1e62d | | VideoStory | 15 | Not recorded | 68fa694b1e209131cea214a4 | | CE | 14.5 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 3 | 12 | Not recorded | 68fa68d31e209131cea1e62d | | Rank 3 finalist | 12 | Not recorded | 68fa694b1e209131cea214a4 | | Rank 3 | 12 | Not recorded | 68fa6d1f1e209131cea37ecf | ### LAFF-ml infAP: 29. Result ID: 698f938b3a6c314849fa3f2d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_split":"MV-test1k"}. This record does not assert independent reproduction. ### LAFF infAP: 28.5. Result ID: 698f938b3a6c314849fa3f2c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_split":"MV-test1k"}. This record does not assert independent reproduction. ### SEA + Dual Encoding infAP: 25. Result ID: 698d86188b517eb433221f2e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"fusion\_type":"Late Average Fusion"}. This record does not assert independent reproduction. ### Extended Dual Encoding infAP: 24.4. Result ID: 698d86188b517eb433221f2a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEA + SEA infAP: 23.5. Result ID: 698d86188b517eb433221f2d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"fusion\_type":"Late Average Fusion","models":"SEA({BoW,w2v}) + SEA({BoW,w2v,bi-GRU})"}. This record does not assert independent reproduction. ### SEA infAP: 23.4. Result ID: 698d86188b517eb433221f2b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"sentence\_encoders":"BoW, w2v"}. This record does not assert independent reproduction. ### Dual Encoding infAP: 23.1. Result ID: 698da2b88b517eb43322ce1a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNeXt-ResNet"}. This record does not assert independent reproduction. ### CLIP2Video infAP: 22.9. Result ID: 698f938b3a6c314849fa3f2a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_split":"MV-test1k"}. This record does not assert independent reproduction. ### Dual Encoding infAP: 22.8. Result ID: 698d86188b517eb433221f29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SEA infAP: 22.8. Result ID: 698d86188b517eb433221f2c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"sentence\_encoders":"BoW, w2v, bi-GRU"}. This record does not assert independent reproduction. ### W2VV++ infAP: 22.3. Result ID: 698d86188b517eb433221f28. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CLIP-FT infAP: 21.5. Result ID: 698f938b3a6c314849fa3f2b. [Reporting paper]() Recorded evaluation configuration: {"training\_split":"MV-test1k"}. This record does not assert independent reproduction. ### W2VV++ infAP: 21.3. Result ID: 698da2b88b517eb43322ce19. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNeXt-ResNet"}. This record does not assert independent reproduction. ### Rank 1 infAP: 20.6. Result ID: 698d86188b517eb433221f23. [Reporting paper]() Recorded evaluation configuration: {"context":"TRECVID 2017 Finalist"}. This record does not assert independent reproduction. ### Rank 1 finalist infAP: 20.6. Result ID: 698da2b88b517eb43322ce12. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rank 1 infAP: 20.6. Result ID: 698f938b3a6c314849fa3f27. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### W2VV infAP: 19.8. Result ID: 698da2b88b517eb43322ce18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNeXt-ResNet"}. This record does not assert independent reproduction. ### VSE++ infAP: 16.3. Result ID: 698d86188b517eb433221f27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VSE++ infAP: 16.3. Result ID: 698da2b88b517eb43322ce17. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNeXt-ResNet"}. This record does not assert independent reproduction. ### Rank 2 infAP: 15.9. Result ID: 698d86188b517eb433221f24. [Reporting paper]() Recorded evaluation configuration: {"context":"TRECVID 2017 Finalist"}. This record does not assert independent reproduction. ### Rank 2 finalist infAP: 15.9. Result ID: 698da2b88b517eb43322ce13. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rank 2 infAP: 15.9. Result ID: 698f938b3a6c314849fa3f28. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoStory infAP: 15. Result ID: 698d86188b517eb433221f26. [Reporting paper]() Recorded evaluation configuration: {"sentence\_encoder":"BoW"}. This record does not assert independent reproduction. ### VideoStory infAP: 15. Result ID: 698da2b88b517eb43322ce15. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE infAP: 14.5. Result ID: 698da2b88b517eb43322ce16. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNeXt-ResNet"}. This record does not assert independent reproduction. ### Rank 3 infAP: 12. Result ID: 698d86188b517eb433221f25. [Reporting paper]() Recorded evaluation configuration: {"context":"TRECVID 2017 Finalist"}. This record does not assert independent reproduction. ### Rank 3 finalist infAP: 12. Result ID: 698da2b88b517eb43322ce14. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rank 3 infAP: 12. Result ID: 698f938b3a6c314849fa3f29. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.