# Temporal Video Grounding on Charades-TimeLens (test) Source: [Temporal Video Grounding on Charades-TimeLens (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:21.312Z Evaluation of Temporal Video Grounding performance on the test split of the Charades-TimeLens dataset, measured using Recall metrics (R@X) at IoU thresholds 0.3, 0.5, and 0.7. 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 | Temporal Video Grounding | | Dataset (including any stated split) | Charades-TimeLens (test) | | Metric | R@0.3 (IoU=0.3) | | 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 - [R@0.3 (IoU=0.3)](): Higher is better; unit: PERCENT. - [R@0.5 (IoU=0.5)](): Higher is better; unit: PERCENT. - [R@0.7 (IoU=0.7)](): Higher is better; unit: PERCENT. ## Recorded results | Method | R@0.3 (IoU=0.3) | Result date | Report paper | | --- | --- | --- | --- | | Gemini-2.5-Pro | 74.1 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Video-OPD | 73.1 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | GRPO | 72.7 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Gemini-2.5-Flash | 68.7 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | OP-RKD | 67.3 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | OP-FKD | 66.9 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Gemini-2.0-Flash | 66.4 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Qwen3-VL-8B-Instruct | 61.7 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | GPT-4o | 60.6 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | VideoChat-Flash-7B | 60.2 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | GPT-5 | 59.3 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Qwen2.5-VL-7B | 58.1 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | Time-R1-7B | 57.9 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | MiMo-VL-7B | 57.9 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | VideoChat-R1-7B | 51.9 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | VideoChat-R1.5-7B | 46.4 | Not recorded | 6982d2dfa8b01e76cc8e9838 | | TVG-R1-7B | 44.5 | Not recorded | 6982d2dfa8b01e76cc8e9838 | ### Gemini-2.5-Pro R@0.3 (IoU=0.3): 74.1. Result ID: 6997548c5698665ec4a67587. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Video-OPD R@0.3 (IoU=0.3): 73.1. Result ID: 6997548c5698665ec4a67593. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"backbone":"Qwen3-VL-8B"}. This record does not assert independent reproduction. ### GRPO R@0.3 (IoU=0.3): 72.7. Result ID: 6997548c5698665ec4a67592. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"Qwen3-VL-8B"}. This record does not assert independent reproduction. ### Gemini-2.5-Flash R@0.3 (IoU=0.3): 68.7. Result ID: 6997548c5698665ec4a67586. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OP-RKD R@0.3 (IoU=0.3): 67.3. Result ID: 6997548c5698665ec4a67590. [Reporting paper]() Recorded evaluation configuration: {"backbone":"Qwen3-VL-8B"}. This record does not assert independent reproduction. ### OP-FKD R@0.3 (IoU=0.3): 66.9. Result ID: 6997548c5698665ec4a67591. [Reporting paper]() Recorded evaluation configuration: {"backbone":"Qwen3-VL-8B"}. This record does not assert independent reproduction. ### Gemini-2.0-Flash R@0.3 (IoU=0.3): 66.4. Result ID: 6997548c5698665ec4a67585. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen3-VL-8B-Instruct R@0.3 (IoU=0.3): 61.7. Result ID: 6997548c5698665ec4a6758f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reproduced":"true"}. This record does not assert independent reproduction. ### GPT-4o R@0.3 (IoU=0.3): 60.6. Result ID: 6997548c5698665ec4a67583. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoChat-Flash-7B R@0.3 (IoU=0.3): 60.2. Result ID: 6997548c5698665ec4a67588. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-5 R@0.3 (IoU=0.3): 59.3. Result ID: 6997548c5698665ec4a67584. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-7B R@0.3 (IoU=0.3): 58.1. Result ID: 6997548c5698665ec4a67589. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reproduced":"true"}. This record does not assert independent reproduction. ### Time-R1-7B R@0.3 (IoU=0.3): 57.9. Result ID: 6997548c5698665ec4a6758b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MiMo-VL-7B R@0.3 (IoU=0.3): 57.9. Result ID: 6997548c5698665ec4a6758e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoChat-R1-7B R@0.3 (IoU=0.3): 51.9. Result ID: 6997548c5698665ec4a6758a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VideoChat-R1.5-7B R@0.3 (IoU=0.3): 46.4. Result ID: 6997548c5698665ec4a6758d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reproduced":"true"}. This record does not assert independent reproduction. ### TVG-R1-7B R@0.3 (IoU=0.3): 44.5. Result ID: 6997548c5698665ec4a6758c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"reproduced":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.