# Temporal Video Grounding on Charades-STA (R@0.3, R@0.5, R@0.7, mIoU) Source: [Temporal Video Grounding on Charades-STA (R@0.3, R@0.5, R@0.7, mIoU)]() Collection index: [llms.txt]() Data updated: 2026-06-30T09:05:19.497Z Evaluation of Temporal Video Grounding performance on the Charades-STA dataset, reporting Recall metrics at IoU thresholds 0.3, 0.5, and 0.7, alongside mean IoU (mIoU). 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-STA | | Metric | Recall@0.5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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@0.5](): Higher is better; unit: PERCENT. - [Recall@0.3](): Higher is better; unit: PERCENT. - [Recall@0.7](): Higher is better; unit: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@0.5 | Result date | Report paper | | --- | --- | --- | --- | | Time-R1 | 72.2 | Not recorded | 68fa7a821e209131cea83973 | | VideoChat-R1.5 | 71.6 | Not recorded | 68fa7a821e209131cea83973 | | TAR | 71.4 | Not recorded | 68fa7a821e209131cea83973 | | FlashVTG | 70.32 | Not recorded | 68fa7a821e209131cea83973 | | EaTR | 68.4 | Not recorded | 68fa7a821e209131cea83973 | | TAR | 67.2 | Not recorded | 68fa7a821e209131cea83973 | | TimeSuite | 67.1 | Not recorded | 68fa7a821e209131cea83973 | | Time-R1 | 65.1 | Not recorded | 68fa7a821e209131cea83973 | | VideoChat-R1.5 | 58.6 | Not recorded | 68fa7a821e209131cea83973 | | CG-DETR | 58.4 | Not recorded | 68fa7a821e209131cea83973 | | UniVTG | 58.1 | Not recorded | 68fa7a821e209131cea83973 | | REVISOR | 57.3 | Not recorded | 691bfe1d6750be83fe5cecdb | | M-DETR | 52.1 | Not recorded | 68fa7a821e209131cea83973 | | iMOVE | 51.3 | Not recorded | 691bfe1d6750be83fe5cecdb | | TVG-R1 | 50.5 | Not recorded | 691bfe1d6750be83fe5cecdb | | TimeSuite | 48.7 | Not recorded | 68fa7a821e209131cea83973 | | 2D-TAN | 45.8 | Not recorded | 68fa7a821e209131cea83973 | | TRACE | 40.3 | Not recorded | 68fa7a821e209131cea83973 | | VideoChat-TPO | 40.2 | Not recorded | 691bfe1d6750be83fe5cecdb | | VTimeLLM | 34.3 | Not recorded | 691bfe1d6750be83fe5cecdb | | Qwen2.5-VL-7B | 33.6 | Not recorded | 691bfe1d6750be83fe5cecdb | | ChatVTG | 33 | Not recorded | 68fa7a821e209131cea83973 | | TimeChat | 32.2 | Not recorded | 691bfe1d6750be83fe5cecdb | | VTimeLLM | 27.5 | Not recorded | 68fa7a821e209131cea83973 | | TimeChat | 13.4 | Not recorded | 68fa7a821e209131cea83973 | ### Time-R1 Recall@0.5: 72.2. Result ID: 6a4386b5fbc373592c9533a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"7B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### VideoChat-R1.5 Recall@0.5: 71.6. Result ID: 6a4386b5fbc373592c9533a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"7B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### TAR Recall@0.5: 71.4. Result ID: 6a4386b5fbc373592c9533a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"7B","FT":"true"}. This record does not assert independent reproduction. ### FlashVTG Recall@0.5: 70.32. Result ID: 6a4386b5fbc373592c95339b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### EaTR Recall@0.5: 68.4. Result ID: 6a4386b5fbc373592c953399. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### TAR Recall@0.5: 67.2. Result ID: 6a4386b5fbc373592c9533a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"3B","FT":"true"}. This record does not assert independent reproduction. ### TimeSuite Recall@0.5: 67.1. Result ID: 6a4386b5fbc373592c9533a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### Time-R1 Recall@0.5: 65.1. Result ID: 6a4386b5fbc373592c9533a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"3B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### VideoChat-R1.5 Recall@0.5: 58.6. Result ID: 6a4386b5fbc373592c9533a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"RL","Size":"3B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### CG-DETR Recall@0.5: 58.4. Result ID: 6a4386b5fbc373592c95339a. [Reporting paper]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### UniVTG Recall@0.5: 58.1. Result ID: 6a4386b5fbc373592c953398. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### REVISOR Recall@0.5: 57.3. Result ID: 6a06ca2047f34ce924edff4b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### M-DETR Recall@0.5: 52.1. Result ID: 6a4386b5fbc373592c953397. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### iMOVE Recall@0.5: 51.3. Result ID: 6a06ca2047f34ce924edff47. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TVG-R1 Recall@0.5: 50.5. Result ID: 6a06ca2047f34ce924edff4a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TimeSuite Recall@0.5: 48.7. Result ID: 6a4386b5fbc373592c95339f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"false"}. This record does not assert independent reproduction. ### 2D-TAN Recall@0.5: 45.8. Result ID: 6a4386b5fbc373592c953396. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"VLP","FT":"true"}. This record does not assert independent reproduction. ### TRACE Recall@0.5: 40.3. Result ID: 6a4386b5fbc373592c9533a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. ### VideoChat-TPO Recall@0.5: 40.2. Result ID: 6a06ca2047f34ce924edff49. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VTimeLLM Recall@0.5: 34.3. Result ID: 6a06ca2047f34ce924edff46. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Recall@0.5: 33.6. Result ID: 6a06ca2047f34ce924edff45. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Parameters":"7B"}. This record does not assert independent reproduction. ### ChatVTG Recall@0.5: 33. Result ID: 6a4386b5fbc373592c95339c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"false"}. This record does not assert independent reproduction. ### TimeChat Recall@0.5: 32.2. Result ID: 6a06ca2047f34ce924edff48. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VTimeLLM Recall@0.5: 27.5. Result ID: 6a4386b5fbc373592c95339e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"false"}. This record does not assert independent reproduction. ### TimeChat Recall@0.5: 13.4. Result ID: 6a4386b5fbc373592c95339d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SFT","Size":"7B","FT":"true","additional\_TVG\_datasets":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.