paper-with-me

Object Detection 벤치마크

Object Detection on GEN1 Detection

55개 결과 · ⬇ CSV · JSON

mAP

14.7 23.62 32.55 41.48 50.4 2022-05 2026-09 Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) Spiking VGG-11+SDD — 17.4 (2022-05-09) Spiking MobileNet-64+SSD — 14.7 (2022-05-09) Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) Spiking VGG-11+SDD — 17.4 (2022-05-09) Spiking MobileNet-64+SSD — 14.7 (2022-05-09) Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) Spiking VGG-11+SDD — 17.4 (2022-05-09) Spiking MobileNet-64+SSD — 14.7 (2022-05-09) Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) Spiking VGG-11+SDD — 17.4 (2022-05-09) Spiking MobileNet-64+SSD — 14.7 (2022-05-09) Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) Spiking VGG-11+SDD — 17.4 (2022-05-09) Spiking MobileNet-64+SSD — 14.7 (2022-05-09) RVT-B — 47.2 (2022-12-11) RVT-S — 46.5 (2022-12-11) RVT-T — 44.1 (2022-12-11) RVT-B — 47.2 (2022-12-11) RVT-S — 46.5 (2022-12-11) RVT-T — 44.1 (2022-12-11) RVT-B — 47.2 (2022-12-11) RVT-S — 46.5 (2022-12-11) RVT-T — 44.1 (2022-12-11) RVT-B — 47.2 (2022-12-11) RVT-S — 46.5 (2022-12-11) RVT-T — 44.1 (2022-12-11) RVT-B — 47.2 (2022-12-11) RVT-S — 46.5 (2022-12-11) RVT-T — 44.1 (2022-12-11) ERGO-12 — 50.4 (2023-04-26) ERGO-12 — 50.4 (2023-04-26) ERGO-12 — 50.4 (2023-04-26) ERGO-12 — 50.4 (2023-04-26) ERGO-12 — 50.4 (2023-04-26) HMNet-L3 — 47.1 (2023-05-29) HMNet-L3 — 47.1 (2023-05-29) HMNet-L3 — 47.1 (2023-05-29) HMNet-L3 — 47.1 (2023-05-29) HMNet-L3 — 47.1 (2023-05-29) GET-T — 47.9 (2023-10-04) GET-T — 47.9 (2023-10-04) GET-T — 47.9 (2023-10-04) GET-T — 47.9 (2023-10-04) GET-T — 47.9 (2023-10-04) S5-ViT-B — 47.4 (2024-02-23) S4D-ViT-B — 46.2 (2024-02-23) S5-ViT-B — 47.4 (2024-02-23) S4D-ViT-B — 46.2 (2024-02-23) S5-ViT-B — 47.4 (2024-02-23) S4D-ViT-B — 46.2 (2024-02-23) S5-ViT-B — 47.4 (2024-02-23) S4D-ViT-B — 46.2 (2024-02-23) S5-ViT-B — 47.4 (2024-02-23) S4D-ViT-B — 46.2 (2024-02-23) Spiking DenseNet121-124+SSD — 18.9 (2022-05-09) RVT-B — 47.2 (2022-12-11) ERGO-12 — 50.4 (2023-04-26)
RankModel mAPParams PaperCodeYear
1 ERGO-12 50.459.6 From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection uzh-rpg/event_representation_study 2023
2 GET-T 47.921.9 GET: Group Event Transformer for Event-Based Vision peterande/get-group-event-transformer · qiwang233/dailydvs-200 2023
3 S5-ViT-B 47.418.2 State Space Models for Event Cameras lindermanlab/S5 · uzh-rpg/ssms_event_cameras 2024
4 RVT-B 47.218.5 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
5 HMNet-L3 47.1- Hierarchical Neural Memory Network for Low Latency Event Processing hamarh/HMNet_pth 2023
6 RVT-S 46.59.9 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
7 S4D-ViT-B 46.216.5 State Space Models for Event Cameras lindermanlab/S5 · uzh-rpg/ssms_event_cameras 2024
8 RVT-T 44.14.4 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
9 Spiking DenseNet121-124+SSD 18.98.2 Object Detection with Spiking Neural Networks on Automotive Event Data loiccordone/object-detection-with-spiking-neural-networks 2022
10 Spiking VGG-11+SDD 17.4- Object Detection with Spiking Neural Networks on Automotive Event Data loiccordone/object-detection-with-spiking-neural-networks 2022
11 Spiking MobileNet-64+SSD 14.7- Object Detection with Spiking Neural Networks on Automotive Event Data loiccordone/object-detection-with-spiking-neural-networks 2022
12 ERGO-12 50.459.6 From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection uzh-rpg/event_representation_study 2023
13 GET-T 47.921.9 GET: Group Event Transformer for Event-Based Vision peterande/get-group-event-transformer · qiwang233/dailydvs-200 2023
14 S5-ViT-B 47.418.2 State Space Models for Event Cameras lindermanlab/S5 · uzh-rpg/ssms_event_cameras 2024
15 RVT-B 47.218.5 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
16 HMNet-L3 47.1- Hierarchical Neural Memory Network for Low Latency Event Processing hamarh/HMNet_pth 2023
17 RVT-S 46.59.9 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
18 S4D-ViT-B 46.216.5 State Space Models for Event Cameras lindermanlab/S5 · uzh-rpg/ssms_event_cameras 2024
19 RVT-T 44.14.4 Recurrent Vision Transformers for Object Detection with Event Cameras uzh-rpg/rvt 2022
20 Spiking DenseNet121-124+SSD 18.98.2 Object Detection with Spiking Neural Networks on Automotive Event Data loiccordone/object-detection-with-spiking-neural-networks 2022
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