# Video Temporal Grounding on Ego4D NLQ Source: [Video Temporal Grounding on Ego4D NLQ]() Collection index: [llms.txt]() Data updated: 2026-06-09T10:34:18.919Z Evaluation of Video Temporal Grounding performance on the Ego4D NLQ dataset, measured using Recall@1 metrics at IoU thresholds of 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 | Video Temporal Grounding | | Dataset (including any stated split) | Ego4D NLQ | | Metric | Recall@1 (IoU=0.3) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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 (IoU=0.3)](): Higher is better; unit: PERCENT. - [Recall@1 (IoU=0.5)](): Higher is better; unit: PERCENT. - [Recall@1 (IoU=0.7)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Recall@1 (IoU=0.3) | Result date | Report paper | | --- | --- | --- | --- | | TaRO | 13.8 | Not recorded | 6a279e5990966ade919bfa22 | | TaRO | 8.19 | Not recorded | 6a279e5990966ade919bfa22 | | Time-R1 | 6.48 | Not recorded | 6a279e5990966ade919bfa22 | | Qwen3-VL-8B-Instruct | 5.1 | Not recorded | 6a279e5990966ade919bfa22 | | VideoChat-R1.5 | 3.84 | Not recorded | 6a279e5990966ade919bfa22 | ### TaRO Recall@1 (IoU=0.3): 13.8. Result ID: 6a27ec0efbc373592c256692. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen3-VL-8B-Instruct","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### TaRO Recall@1 (IoU=0.3): 8.19. Result ID: 6a27ec0efbc373592c256690. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-VL-7B-Instruct","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### Time-R1 Recall@1 (IoU=0.3): 6.48. Result ID: 6a27ec0efbc373592c25668f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-VL-7B-Instruct","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### Qwen3-VL-8B-Instruct Recall@1 (IoU=0.3): 5.1. Result ID: 6a27ec0efbc373592c256691. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen3-VL-8B-Instruct","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction. ### VideoChat-R1.5 Recall@1 (IoU=0.3): 3.84. Result ID: 6a27ec0efbc373592c25668e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base model":"Qwen2.5-VL-7B-Instruct","Evaluation Protocol":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.