Object Detection on GEN1 Detection
Metric: mAP (higher is better)
Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ERGO-12 | 50.4 | No | From Chaos Comes Order: Ordering Event Represent... | 2023-04-26 | Code |
| 2 | GET-T | 47.9 | No | GET: Group Event Transformer for Event-Based Vis... | 2023-10-04 | Code |
| 3 | S5-ViT-B | 47.4 | No | State Space Models for Event Cameras | 2024-02-23 | Code |
| 4 | RVT-B | 47.2 | No | Recurrent Vision Transformers for Object Detecti... | 2022-12-11 | Code |
| 5 | HMNet-L3 | 47.1 | No | Hierarchical Neural Memory Network for Low Laten... | 2023-05-29 | Code |
| 6 | RVT-S | 46.5 | No | Recurrent Vision Transformers for Object Detecti... | 2022-12-11 | Code |
| 7 | S4D-ViT-B | 46.2 | No | State Space Models for Event Cameras | 2024-02-23 | Code |
| 8 | RVT-T | 44.1 | No | Recurrent Vision Transformers for Object Detecti... | 2022-12-11 | Code |
| 9 | Spiking DenseNet121-124+SSD | 18.9 | No | Object Detection with Spiking Neural Networks on... | 2022-05-09 | Code |
| 10 | Spiking VGG-11+SDD | 17.4 | No | Object Detection with Spiking Neural Networks on... | 2022-05-09 | Code |
| 11 | Spiking MobileNet-64+SSD | 14.7 | No | Object Detection with Spiking Neural Networks on... | 2022-05-09 | Code |