# Text-to-video retrieval on ActivityNet Full (test val) Source: [Text-to-video retrieval on ActivityNet Full (test val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:20.868Z Evaluation of Text-to-Video Retrieval performance on the combined test and validation splits of the full ActivityNet dataset, measured using recall metrics. 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) | ActivityNet Full (test val) | | Metric | Recall@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Recall@1](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@1 | Result date | Report paper | | --- | --- | --- | --- | | umt-L-17M | 45.9 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-25M | 41.1 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-17M | 40.4 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-5M | 37.1 | Not recorded | 68fa77911e209131cea73fde | | umt-L-25M | 36.7 | Not recorded | 68fa77911e209131cea73fde | | umt-L-5M | 34.8 | Not recorded | 68fa77911e209131cea73fde | | umt-B-17M | 34.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-200M | 28.7 | Not recorded | 68fa77911e209131cea73fde | | umt-B-5M | 28.6 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-200M | 26.2 | Not recorded | 68fa77911e209131cea73fde | | umt-B-25M | 25.1 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-FLT | 24.5 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-10M-FLT | 24.4 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-50M | 24.4 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-DIV | 23.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-WebVid10M | 23.1 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M | 21.5 | Not recorded | 68fa77911e209131cea73fde | ### umt-L-17M Recall@1: 45.9. Result ID: 699541ad3badfaffe62cf495. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### videomamba-vm-25M Recall@1: 41.1. Result ID: 699541ad3badfaffe62cf499. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### videomamba-vm-17M Recall@1: 40.4. Result ID: 699541ad3badfaffe62cf498. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### videomamba-vm-5M Recall@1: 37.1. Result ID: 699541ad3badfaffe62cf497. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-L-25M Recall@1: 36.7. Result ID: 699541ad3badfaffe62cf496. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-L-5M Recall@1: 34.8. Result ID: 699541ad3badfaffe62cf494. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-B-17M Recall@1: 34.2. Result ID: 699541ad3badfaffe62cf492. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-200M Recall@1: 28.7. Result ID: 699541ad3badfaffe62cf4a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-B-5M Recall@1: 28.6. Result ID: 699541ad3badfaffe62cf491. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-B-200M Recall@1: 26.2. Result ID: 699541ad3badfaffe62cf49b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-B-25M Recall@1: 25.1. Result ID: 699541ad3badfaffe62cf493. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-10M-FLT Recall@1: 24.5. Result ID: 699541ad3badfaffe62cf49f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-B-10M-FLT Recall@1: 24.4. Result ID: 699541ad3badfaffe62cf49a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-50M Recall@1: 24.4. Result ID: 699541ad3badfaffe62cf4a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-10M-DIV Recall@1: 23.2. Result ID: 699541ad3badfaffe62cf49e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-WebVid10M Recall@1: 23.1. Result ID: 699541ad3badfaffe62cf49d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-10M Recall@1: 21.5. Result ID: 699541ad3badfaffe62cf49c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.