# Diverse Object Detection on D3 (Inter-scenario) Source: [Diverse Object Detection on D3 (Inter-scenario)]() Collection index: [llms.txt]() Data updated: 2026-02-27T10:32:45.350Z Evaluation of Diverse Object Detection performance on the D3 (Inter-scenario) dataset, reporting mAP scores across FULL, PRES (Presence), and ABS (Absolute) conditions. 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 | Diverse Object Detection | | Dataset (including any stated split) | D3 (Inter-scenario) | | Metric | mAP (FULL) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [mAP (FULL)](): Higher is better; unit: PERCENT. - [mAP (PRES)](): Higher is better; unit: PERCENT. - [mAP (ABS)](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP (FULL) | Result date | Report paper | | --- | --- | --- | --- | | OFA-DOD | 5.7 | Not recorded | 68fa79381e209131cea7cb14 | | UNINEXT | 3.3 | Not recorded | 68fa79381e209131cea7cb14 | | OWL-ViT | 3.2 | Not recorded | 68fa79381e209131cea7cb14 | | UNINEXT | 2.9 | Not recorded | 68fa79381e209131cea7cb14 | | G-DINO | 2.7 | Not recorded | 68fa79381e209131cea7cb14 | | OWL-ViT | 2.5 | Not recorded | 68fa79381e209131cea7cb14 | | G-DINO | 2.3 | Not recorded | 68fa79381e209131cea7cb14 | | CORA | 2 | Not recorded | 68fa79381e209131cea7cb14 | | OFA | 0.1 | Not recorded | 68fa79381e209131cea7cb14 | | OFA | 0.1 | Not recorded | 68fa79381e209131cea7cb14 | ### OFA-DOD mAP (FULL): 5.7. Result ID: 69a172af35dfcabb00e71466. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"DOD","Scale":"base"}. This record does not assert independent reproduction. ### UNINEXT mAP (FULL): 3.3. Result ID: 69a172af35dfcabb00e71463. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Bi-functional","Scale":"huge"}. This record does not assert independent reproduction. ### OWL-ViT mAP (FULL): 3.2. Result ID: 69a172af35dfcabb00e71460. [Reporting paper]() Recorded evaluation configuration: {"Category":"OVD","Scale":"base"}. This record does not assert independent reproduction. ### UNINEXT mAP (FULL): 2.9. Result ID: 69a172af35dfcabb00e71462. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Bi-functional","Scale":"large"}. This record does not assert independent reproduction. ### G-DINO mAP (FULL): 2.7. Result ID: 69a172af35dfcabb00e71465. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Bi-functional","Scale":"base"}. This record does not assert independent reproduction. ### OWL-ViT mAP (FULL): 2.5. Result ID: 69a172af35dfcabb00e71461. [Reporting paper]() Recorded evaluation configuration: {"Category":"OVD","Scale":"large"}. This record does not assert independent reproduction. ### G-DINO mAP (FULL): 2.3. Result ID: 69a172af35dfcabb00e71464. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Bi-functional","Scale":"tiny"}. This record does not assert independent reproduction. ### CORA mAP (FULL): 2. Result ID: 69a172af35dfcabb00e7145f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"OVD","Backbone":"R50"}. This record does not assert independent reproduction. ### OFA mAP (FULL): 0.1. Result ID: 69a172af35dfcabb00e7145d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"REC","Scale":"base"}. This record does not assert independent reproduction. ### OFA mAP (FULL): 0.1. Result ID: 69a172af35dfcabb00e7145e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"REC","Scale":"large"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.