# Text-to-Video Retrieval on TRECVid IACC.3 2017 (tv17) Source: [Text-to-Video Retrieval on TRECVid IACC.3 2017 (tv17)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:11:23.268Z Evaluation of Text-to-Video Retrieval performance on the TRECVid IACC.3 2017 (tv17) dataset, reporting metrics including xinfAP. 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 | Text-to-Video Retrieval | | Dataset (including any stated split) | TRECVid IACC.3 2017 (tv17) | | Metric | xinfAP | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [xinfAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | xinfAP | Result date | Report paper | | --- | --- | --- | --- | | Multi-agent Retrieval | 37.1 | Not recorded | 699d30726017c4460ffab30f | | GenSearch | 36.6 | Not recorded | 699d30726017c4460ffab30f | | IITV | 34.9 | Not recorded | 699d30726017c4460ffab30f | | ITV | 29.2 | Not recorded | 699d30726017c4460ffab30f | | LAFF | 26.1 | Not recorded | 699d30726017c4460ffab30f | | Dual-task | 24.1 | Not recorded | 699d30726017c4460ffab30f | | LanguageBind | 23.8 | Not recorded | 699d30726017c4460ffab30f | | Dual coding | 23.2 | Not recorded | 699d30726017c4460ffab30f | | RIVRL | 23.1 | Not recorded | 699d30726017c4460ffab30f | | BLIP-2 | 22.6 | Not recorded | 699d30726017c4460ffab30f | | CLIP | 21.7 | Not recorded | 699d30726017c4460ffab30f | | CLIP4CLIP | 21.7 | Not recorded | 699d30726017c4460ffab30f | | InternVid | 21.6 | Not recorded | 699d30726017c4460ffab30f | | Rank 1 | 20.6 | Not recorded | 699d30726017c4460ffab30f | | W2VV | 19.8 | Not recorded | 699d30726017c4460ffab30f | | GLSCL | 18.5 | Not recorded | 699d30726017c4460ffab30f | ### Multi-agent Retrieval xinfAP: 37.1. Result ID: 699e35e65698665ec4f22936. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### GenSearch xinfAP: 36.6. Result ID: 699e35e65698665ec4f22935. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### IITV xinfAP: 34.9. Result ID: 699e35e65698665ec4f22933. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### ITV xinfAP: 29.2. Result ID: 699e35e65698665ec4f22930. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### LAFF xinfAP: 26.1. Result ID: 699e35e65698665ec4f2292e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### Dual-task xinfAP: 24.1. Result ID: 699e35e65698665ec4f22929. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### LanguageBind xinfAP: 23.8. Result ID: 699e35e65698665ec4f22932. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### Dual coding xinfAP: 23.2. Result ID: 699e35e65698665ec4f2292a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### RIVRL xinfAP: 23.1. Result ID: 699e35e65698665ec4f2292f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### BLIP-2 xinfAP: 22.6. Result ID: 699e35e65698665ec4f2292d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### CLIP xinfAP: 21.7. Result ID: 699e35e65698665ec4f2292b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### CLIP4CLIP xinfAP: 21.7. Result ID: 699e35e65698665ec4f2292c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### InternVid xinfAP: 21.6. Result ID: 699e35e65698665ec4f22931. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### Rank 1 xinfAP: 20.6. Result ID: 699e35e65698665ec4f22927. [Reporting paper]() Recorded evaluation configuration: {"type":"TRECVid Competition Best"}. This record does not assert independent reproduction. ### W2VV xinfAP: 19.8. Result ID: 699e35e65698665ec4f22928. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. ### GLSCL xinfAP: 18.5. Result ID: 699e35e65698665ec4f22934. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.