# Time prediction on CVT (test) Source: [Time prediction on CVT (test)]() Collection index: [llms.txt]() Data updated: 2026-03-27T12:28:23.211Z Evaluation of models performing Time prediction on the test split of the CVT dataset, measured using ToY Error and ToD Error. 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 | Time prediction | | Dataset (including any stated split) | CVT (test) | | Metric | ToY Error | | Unit | SCALAR | | Direction | Lower 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 - [ToY Error](): Lower is better; unit: SCALAR. - [ToD Error](): Lower is better; unit: SCALAR. ## Recorded results | Method | ToY Error | Result date | Report paper | | --- | --- | --- | --- | | TIGeR | 47 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. w/ CLIP | 60.42 | Not recorded | 69c60ede0636e5bf4afc8330 | | TIGeR | 62.88 | Not recorded | 69c60ede0636e5bf4afc8330 | | TIGeR | 62.88 | Not recorded | 69c60ede0636e5bf4afc8330 | | Salem et al. w/ CLIP | 64.05 | Not recorded | 69c60ede0636e5bf4afc8330 | | Time-Loc | 65.1 | Not recorded | 69c60ede0636e5bf4afc8330 | | Time-Loc | 65.1 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. w/ CLIP | 68.95 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. w/ CLIP | 68.95 | Not recorded | 69c60ede0636e5bf4afc8330 | | TICL | 72.63 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. | 73.15 | Not recorded | 69c60ede0636e5bf4afc8330 | | Salem et al. | 75.48 | Not recorded | 69c60ede0636e5bf4afc8330 | | GT-Loc | 78.95 | Not recorded | 69c60ede0636e5bf4afc8330 | | GT-Loc | 78.95 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. | 87.37 | Not recorded | 69c60ede0636e5bf4afc8330 | | Zhai et al. | 87.37 | Not recorded | 69c60ede0636e5bf4afc8330 | ### TIGeR ToY Error: 47. Result ID: 69c6774d47f34ce924b03e8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"Il -\> t"}. This record does not assert independent reproduction. ### Zhai et al. w/ CLIP ToY Error: 60.42. Result ID: 69c6774d47f34ce924b03e89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"Il -\> t"}. This record does not assert independent reproduction. ### TIGeR ToY Error: 62.88. Result ID: 69c6774d47f34ce924b03e77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### TIGeR ToY Error: 62.88. Result ID: 69c6774d47f34ce924b03e86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I -\> t"}. This record does not assert independent reproduction. ### Salem et al. w/ CLIP ToY Error: 64.05. Result ID: 69c6774d47f34ce924b03e8a. [Reporting paper]() Recorded evaluation configuration: {"Retrieval":"Il -\> t"}. This record does not assert independent reproduction. ### Time-Loc ToY Error: 65.1. Result ID: 69c6774d47f34ce924b03e74. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### Time-Loc ToY Error: 65.1. Result ID: 69c6774d47f34ce924b03e84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I -\> t"}. This record does not assert independent reproduction. ### Zhai et al. w/ CLIP ToY Error: 68.95. Result ID: 69c6774d47f34ce924b03e73. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### Zhai et al. w/ CLIP ToY Error: 68.95. Result ID: 69c6774d47f34ce924b03e83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I -\> t"}. This record does not assert independent reproduction. ### TICL ToY Error: 72.63. Result ID: 69c6774d47f34ce924b03e76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### Zhai et al. ToY Error: 73.15. Result ID: 69c6774d47f34ce924b03e87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"Il -\> t"}. This record does not assert independent reproduction. ### Salem et al. ToY Error: 75.48. Result ID: 69c6774d47f34ce924b03e88. [Reporting paper]() Recorded evaluation configuration: {"Retrieval":"Il -\> t"}. This record does not assert independent reproduction. ### GT-Loc ToY Error: 78.95. Result ID: 69c6774d47f34ce924b03e75. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### GT-Loc ToY Error: 78.95. Result ID: 69c6774d47f34ce924b03e85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I -\> t"}. This record does not assert independent reproduction. ### Zhai et al. ToY Error: 87.37. Result ID: 69c6774d47f34ce924b03e72. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I → t"}. This record does not assert independent reproduction. ### Zhai et al. ToY Error: 87.37. Result ID: 69c6774d47f34ce924b03e82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Retrieval":"I -\> t"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.