# Object Detection on LVISdense Source: [Object Detection on LVISdense]() Collection index: [llms.txt]() Data updated: 2026-06-09T11:04:28.532Z Evaluation of Object Detection performance on the LVISdense dataset, reporting metrics related to object size categories (Small, Medium, Large). 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 | Object Detection | | Dataset (including any stated split) | LVISdense | | Metric | AP (Small) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [AP (Small)](): Higher is better; unit: PERCENT. - [AP (Medium)](): Higher is better; unit: PERCENT. - [AP (Large)](): Higher is better; unit: PERCENT. ## Recorded results | Method | AP (Small) | Result date | Report paper | | --- | --- | --- | --- | | GPT-5 | 11.3 | Not recorded | 68fa78d11e209131cea7a934 | | ACTIVE-o3 | 7 | Not recorded | 68fa78d11e209131cea7a934 | | CRG | 4.3 | Not recorded | 68fa78d11e209131cea7a934 | | GPT-5 | 0.1 | Not recorded | 68fa78d11e209131cea7a934 | ### GPT-5 AP (Small): 11.3. Result ID: 6a27f1fbfbc373592c259a33. [Reporting paper]() Recorded evaluation configuration: {"Grounding module":"GDINO"}. This record does not assert independent reproduction. ### ACTIVE-o3 AP (Small): 7. Result ID: 6a27f1fbfbc373592c259a31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Grounding module":"GDINO"}. This record does not assert independent reproduction. ### CRG AP (Small): 4.3. Result ID: 6a27f1fbfbc373592c259a30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Grounding module":"GDINO"}. This record does not assert independent reproduction. ### GPT-5 AP (Small): 0.1. Result ID: 6a27f1fbfbc373592c259a32. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.