ML Research Wiki / Benchmarks / Object Detection / GEN1 Detection

GEN1 Detection

Object Detection Benchmark

Performance Over Time

📊 Showing 11 results | 📏 Metric: mAP

Top Performing Models

Rank Model Paper mAP Date Code
1 ERGO-12 From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection 50.40 2023-04-26 📦 uzh-rpg/event_representation_study
2 GET-T GET: Group Event Transformer for Event-Based Vision 47.90 2023-10-04 📦 peterande/get-group-event-transformer 📦 qiwang233/dailydvs-200
3 S5-ViT-B State Space Models for Event Cameras 47.40 2024-02-23 📦 lindermanlab/S5 📦 uzh-rpg/ssms_event_cameras
4 RVT-B Recurrent Vision Transformers for Object Detection with Event Cameras 47.20 2022-12-11 📦 uzh-rpg/rvt
5 HMNet-L3 Hierarchical Neural Memory Network for Low Latency Event Processing 47.10 2023-05-29 📦 hamarh/HMNet_pth
6 RVT-S Recurrent Vision Transformers for Object Detection with Event Cameras 46.50 2022-12-11 📦 uzh-rpg/rvt
7 S4D-ViT-B State Space Models for Event Cameras 46.20 2024-02-23 📦 lindermanlab/S5 📦 uzh-rpg/ssms_event_cameras
8 RVT-T Recurrent Vision Transformers for Object Detection with Event Cameras 44.10 2022-12-11 📦 uzh-rpg/rvt
9 Spiking DenseNet121-124+SSD Object Detection with Spiking Neural Networks on Automotive Event Data 18.90 2022-05-09 📦 loiccordone/object-detection-with-spiking-neural-networks
10 Spiking VGG-11+SDD Object Detection with Spiking Neural Networks on Automotive Event Data 17.40 2022-05-09 📦 loiccordone/object-detection-with-spiking-neural-networks

All Papers (11)

uzh-rpg/event_representation_study
peterande/get-group-event-transformer qiwang233/dailydvs-200
lindermanlab/S5 uzh-rpg/ssms_event_cameras
uzh-rpg/rvt
hamarh/HMNet_pth
uzh-rpg/rvt
lindermanlab/S5 uzh-rpg/ssms_event_cameras
uzh-rpg/rvt
loiccordone/object-detection-with-spiking-neural-networks
loiccordone/object-detection-with-spiking-neural-networks
loiccordone/object-detection-with-spiking-neural-networks