Object Detection on Gen1 (mAP and Runtime)
53.5mAPEv-DTAD-B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ev-DTAD-BVenue=-, Representation=HTA, Params (M)=57.82026.05 | 53.5 | 7.6 | |
| Ev-DTAD-TVenue=-, Representation=HTA, Params (M)=35.22026.05 | 53.1 | 5.6 | |
| SATEVenue=NeurIPS’25, Representation=2D Histogram, Params (M)=26.42026.05 | 52.7 | 8.8 | |
| EvRT-DETR-BVenue=ICCV’25, Representation=2D Histogram, Params (M)=57.12026.05 | 52.7 | 12.7 | |
| ERGO-12Venue=ICCV’23, Representation=ERGO-12, Params (M)=59.62026.05 | 50.4 | 69.9 | |
| SMambaVenue=AAAI’25, Representation=2D Histogram, Params (M)=16.72026.05 | 50.4 | 24 | |
| MAD-DetVenue=TIP’25, Representation=MAD, Params (M)=-2026.05 | 49.2 | 15.2 | |
| SAST-CBVenue=CVPR’24, Representation=Voxel Grid, Params (M)=18.92026.05 | 48.2 | 22.7 | |
| GET-TVenue=ICCV’23, Representation=Group Tokens, Params (M)=21.92026.05 | 47.9 | 16.8 | |
| S5-ViT-BVenue=CVPR’24, Representation=2D Histogram, Params (M)=17.52026.05 | 47.4 | 8.2 | |
| RVT-BVenue=CVPR’23, Representation=2D Histogram, Params (M)=18.52026.05 | 47.2 | 10.2 | |
| AECVenue=AAAI’23, Representation=Hyper Histogram, Params (M)=46.52026.05 | 47 | 10.6 | |
| ASTMNetVenue=TIP’22, Representation=Asynchronous Events, Params (M)=>1002026.05 | 46.7 | 35.6 |