Object Detection On Pascal Voc 2012
Metrics
MAP
Results
Performance results of various models on this benchmark
Model Name | MAP | Paper Title | Repository |
|---|---|---|---|
| SDS | 50.7 | Simultaneous Detection and Segmentation | - |
| LRPCMP:a1+ | 34.66 | Towards Best Practice in Explaining Neural Network Decisions with LRP | |
| InternImage-H | 97.2 | InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions | |
| YOLO-Former | 86.01 | YOLO-Former: YOLO Shakes Hand With ViT | - |
| SSD512 (07+12+COCO) | 80 | SSD: Single Shot MultiBox Detector | |
| YOLO | 57.9 | You Only Look Once: Unified, Real-Time Object Detection | |
| LRPCMP:a2+ | 42.1 | Towards Best Practice in Explaining Neural Network Decisions with LRP |
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