# Text-to-Video Retrieval on DiDeMo (DDM) full (test val) Source: [Text-to-Video Retrieval on DiDeMo (DDM) full (test val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:20.818Z Evaluation of Text-to-Video Retrieval performance on the full DiDeMo dataset, covering both test and validation splits. 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) | DiDeMo (DDM) full (test val) | | Metric | Recall@1 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 34 of 34 | | 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 | 46.3 | Not recorded | 68fa77911e209131cea73fde | | umt-L-17M | 46.3 | Not recorded | 68fa77911e209131cea73fde | | umt-l 25M | 43.6 | Not recorded | 68fa77911e209131cea73fde | | umt-L-25M | 43.6 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-25M | 41.4 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-25M | 41.4 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-17M | 40.6 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-17M | 40.6 | Not recorded | 68fa77911e209131cea73fde | | umt-b 17M | 37.7 | Not recorded | 68fa77911e209131cea73fde | | umt-B-17M | 37.7 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-5M | 37.1 | Not recorded | 68fa77911e209131cea73fde | | videomamba-vm-5M | 37.1 | Not recorded | 68fa77911e209131cea73fde | | umt-b 25M | 34.2 | Not recorded | 68fa77911e209131cea73fde | | umt-B-25M | 34.2 | Not recorded | 68fa77911e209131cea73fde | | umt-l 5M | 33.5 | Not recorded | 68fa77911e209131cea73fde | | umt-L-5M | 33.5 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-200M | 30.3 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-200M | 30.3 | Not recorded | 68fa77911e209131cea73fde | | umt-b 5M | 30.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-200M | 30.2 | Not recorded | 68fa77911e209131cea73fde | | umt-B-5M | 30.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-200M | 30.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-FLT | 29.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-FLT | 29.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-10M-FLT | 28.6 | Not recorded | 68fa77911e209131cea73fde | | internvid-B-10M-FLT | 28.6 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-DIV | 26.9 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M-DIV | 26.9 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-50M | 26.5 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-50M | 26.5 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M | 22.6 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-10M | 22.6 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-WV10M | 22.2 | Not recorded | 68fa77911e209131cea73fde | | internvid-L-WebVid10M | 22.2 | Not recorded | 68fa77911e209131cea73fde | ### umt-l 17M Recall@1: 46.3. Result ID: 699541ad3badfaffe62cf424. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-L-17M Recall@1: 46.3. Result ID: 699541ad3badfaffe62cf473. [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: 43.6. Result ID: 699541ad3badfaffe62cf425. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-L-25M Recall@1: 43.6. Result ID: 699541ad3badfaffe62cf474. [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: 41.4. Result ID: 699541ad3badfaffe62cf428. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### videomamba-vm-25M Recall@1: 41.4. Result ID: 699541ad3badfaffe62cf477. [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: 40.6. Result ID: 699541ad3badfaffe62cf427. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### videomamba-vm-17M Recall@1: 40.6. Result ID: 699541ad3badfaffe62cf476. [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: 37.7. Result ID: 699541ad3badfaffe62cf421. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-B-17M Recall@1: 37.7. Result ID: 699541ad3badfaffe62cf470. [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: 699541ad3badfaffe62cf426. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### videomamba-vm-5M Recall@1: 37.1. Result ID: 699541ad3badfaffe62cf475. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### umt-b 25M Recall@1: 34.2. Result ID: 699541ad3badfaffe62cf422. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-B-25M Recall@1: 34.2. Result ID: 699541ad3badfaffe62cf471. [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: 33.5. Result ID: 699541ad3badfaffe62cf423. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-L-5M Recall@1: 33.5. Result ID: 699541ad3badfaffe62cf472. [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: 30.3. Result ID: 699541ad3badfaffe62cf430. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-200M Recall@1: 30.3. Result ID: 699541ad3badfaffe62cf47f. [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: 30.2. Result ID: 699541ad3badfaffe62cf420. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-B-200M Recall@1: 30.2. Result ID: 699541ad3badfaffe62cf42a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### umt-B-5M Recall@1: 30.2. Result ID: 699541ad3badfaffe62cf46f. [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: 30.2. Result ID: 699541ad3badfaffe62cf479. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-10M-FLT Recall@1: 29.2. Result ID: 699541ad3badfaffe62cf42e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-10M-FLT Recall@1: 29.2. Result ID: 699541ad3badfaffe62cf47d. [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: 28.6. Result ID: 699541ad3badfaffe62cf429. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-B-10M-FLT Recall@1: 28.6. Result ID: 699541ad3badfaffe62cf478. [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: 26.9. Result ID: 699541ad3badfaffe62cf42d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-10M-DIV Recall@1: 26.9. Result ID: 699541ad3badfaffe62cf47c. [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: 26.5. Result ID: 699541ad3badfaffe62cf42f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-50M Recall@1: 26.5. Result ID: 699541ad3badfaffe62cf47e. [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: 22.6. Result ID: 699541ad3badfaffe62cf42b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-10M Recall@1: 22.6. Result ID: 699541ad3badfaffe62cf47a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Re-ranking":true}. This record does not assert independent reproduction. ### internvid-L-WV10M Recall@1: 22.2. Result ID: 699541ad3badfaffe62cf42c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true}. This record does not assert independent reproduction. ### internvid-L-WebVid10M Recall@1: 22.2. Result ID: 699541ad3badfaffe62cf47b. [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.