Object Detection On Gen1 Detection
评估指标
Params
mAP
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Params | mAP | Paper Title | Repository |
|---|---|---|---|---|
| HMNet-L3 | - | 47.1 | Hierarchical Neural Memory Network for Low Latency Event Processing | |
| Spiking MobileNet-64+SSD | - | 14.7 | Object Detection with Spiking Neural Networks on Automotive Event Data | |
| Spiking VGG-11+SDD | - | 17.4 | Object Detection with Spiking Neural Networks on Automotive Event Data | |
| RVT-S | 9.9 | 46.5 | Recurrent Vision Transformers for Object Detection with Event Cameras | |
| Spiking DenseNet121-124+SSD | 8.2 | 18.9 | Object Detection with Spiking Neural Networks on Automotive Event Data | |
| S4D-ViT-B | 16.5 | 46.2 | State Space Models for Event Cameras | |
| GET-T | 21.9 | 47.9 | GET: Group Event Transformer for Event-Based Vision | |
| RVT-T | 4.4 | 44.1 | Recurrent Vision Transformers for Object Detection with Event Cameras | |
| ERGO-12 | 59.6 | 50.4 | From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection | |
| RVT-B | 18.5 | 47.2 | Recurrent Vision Transformers for Object Detection with Event Cameras | |
| S5-ViT-B | 18.2 | 47.4 | State Space Models for Event Cameras |
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