# Text-to-video retrieval on ActivityNet (UTD-split) Source: [Text-to-video retrieval on ActivityNet (UTD-split)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:20.885Z Evaluation of Text-to-video retrieval performance on the UTD-split of the ActivityNet dataset, measured using Recall@1. 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 (UTD-split) | | Metric | Recall@1 | | Unit | SCALAR | | 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: SCALAR. ## Recorded results | Method | Recall@1 | Result date | Report paper | | --- | --- | --- | --- | | umt-L-17M | 0.387 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-25M | 0.338 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-17M | 0.33 | Not recorded | 68fa77911e209131cea73fde | | umt-L-25M | 0.304 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-5M | 0.301 | Not recorded | 68fa77911e209131cea73fde | | umt-L-5M | 0.287 | Not recorded | 68fa77911e209131cea73fde | | umt-B-17M | 0.273 | Not recorded | 68fa77911e209131cea73fde | | umt-B-5M | 0.223 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-200M | 0.221 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-200M | 0.201 | Not recorded | 68fa77911e209131cea73fde | | umt-B-25M | 0.197 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-FLT | 0.19 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-10M-FLT | 0.188 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-50M | 0.18 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-DIV | 0.177 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-WebVid10M | 0.175 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M | 0.163 | Not recorded | 68fa77911e209131cea73fde | ### umt-L-17M Recall@1: 0.387. Result ID: 699541ad3badfaffe62cf4a6. [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: 0.338. Result ID: 699541ad3badfaffe62cf4aa. [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: 0.33. Result ID: 699541ad3badfaffe62cf4a9. [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: 0.304. Result ID: 699541ad3badfaffe62cf4a7. [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: 0.301. Result ID: 699541ad3badfaffe62cf4a8. [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: 0.287. Result ID: 699541ad3badfaffe62cf4a5. [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: 0.273. Result ID: 699541ad3badfaffe62cf4a3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-B-5M Recall@1: 0.223. Result ID: 699541ad3badfaffe62cf4a2. [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: 0.221. Result ID: 699541ad3badfaffe62cf4b2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-B-200M Recall@1: 0.201. Result ID: 699541ad3badfaffe62cf4ac. [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: 0.197. Result ID: 699541ad3badfaffe62cf4a4. [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: 0.19. Result ID: 699541ad3badfaffe62cf4b0. [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: 0.188. Result ID: 699541ad3badfaffe62cf4ab. [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: 0.18. Result ID: 699541ad3badfaffe62cf4b1. [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: 0.177. Result ID: 699541ad3badfaffe62cf4af. [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: 0.175. Result ID: 699541ad3badfaffe62cf4ae. [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: 0.163. Result ID: 699541ad3badfaffe62cf4ad. [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.