# Visual Grounding on RefCOCO+ (averaged across splits) Source: [Visual Grounding on RefCOCO+ (averaged across splits)]() Collection index: [llms.txt]() Data updated: 2026-06-16T10:22:47.993Z Evaluation of Visual Grounding performance averaged across all splits of the RefCOCO+ dataset. 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 | Visual Grounding | | Dataset (including any stated split) | RefCOCO+ (averaged across splits) | | Metric | Accuracy@0.5 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | 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 - [Accuracy@0.5](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy@0.5 | Result date | Report paper | | --- | --- | --- | --- | | Qwen2.5-VL-7B + LOCUS | 78.8 | Not recorded | 6a30d8e3d33dfb23e783d014 | | Qwen2.5-VL-7B | 78.4 | Not recorded | 6a30d8e3d33dfb23e783d014 | ### Qwen2.5-VL-7B + LOCUS Accuracy@0.5: 78.8. Result ID: 6a3123e4fbc373592c2e2f62. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-VL-7B","Method Extension":"LOCUS"}. This record does not assert independent reproduction. ### Qwen2.5-VL-7B Accuracy@0.5: 78.4. Result ID: 6a3123e4fbc373592c2e2f61. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-VL-7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.