Objects365
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Object Detection | Objects365 (val) | mAP76.2 | 102 | |
| Object Detection | Objects365 small objects (val) | Acc@0.545.1 | 50 | |
| Object Hallucination Detection | Objects365 | AUROC77.44 | 40 | |
| Object Detection | Objects365 v1 (val) | AP25.6 | 30 | |
| Multi-label classification | Objects365 (test) | mAP52.2 | 24 | |
| Object Detection | Objects365 v2 (val) | AP5038.6 | 16 | |
| Object Detection | Objects365 | AP48.58 | 15 | |
| Object Detection | Objects365 (novel classes) | AR^b @ 1022.8 | 12 | |
| Image Tagging | Objects365 | OP67.59 | 11 | |
| Spatial Sensitivity Evaluation | Objects365 | % Delta4.7 | 10 | |
| Object Detection | Objects365 (test) | AP25.6 | 9 | |
| Class-agnostic Object Detection | Objects365 | AP503,320 | 9 | |
| Object Detection | Objects365 (minival) | APb51.1 | 6 | |
| Object Detection | Objects365 v2 | APb30.9 | 5 | |
| Hallucination Evaluation | Objects365 POPE (test) | F1 Score91.16 | 3 | |
| 3D Grounding | Objects365 | Projection IoU61 | 3 | |
| Object Detection | Objects365 V1 subset V2 (val) | AP12.6 | 3 | |
| Hallucination Evaluation | Objects365 | Accuracy90.53 | 2 | |
| Object Detection | Objects365 (test val) | AP37.2 | 2 | |
| Object Detection | Objects365 | AP500.216 | 2 |
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