Object Detection on Gen1 (mAP, MFLOPS/ev, µJ/ev)
0.499mAPTokSwinT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TokSwinTAsync.=A2S2026.06 | 0.499 | 0.14 | 0.12 | |
| GETAsync.=False2026.06 | 0.479 | — | — | |
| EVA-LAsync.=A2S2026.06 | 0.477 | 2.32 | 2.21 | |
| RVT-BAsync.=False2026.06 | 0.472 | — | — | |
| HMNet-L3Async.=False2026.06 | 0.471 | — | — | |
| ASTM-NetAsync.=False2026.06 | 0.467 | 21,758 | 18,386 | |
| REDAsync.=False2026.06 | 0.4 | 4,712 | 3,982 | |
| SSLA-LAsync.=True2026.06 | 0.375 | 0.72 | 0.61 | |
| Events+YOLOv3Async.=False2026.06 | 0.312 | 65,558 | 55,397 | |
| MatrixLSTM+YOLOv3Async.=False2026.06 | 0.31 | 34,519 | 29,168 | |
| Events+RRCAsync.=False2026.06 | 0.307 | 21,758 | 18,386 | |
| DAGr-SAsync.=True2026.06 | 0.304 | 4.58 | 3.87 | |
| Inception+SSDAsync.=False2026.06 | 0.301 | 27,183 | 23,502 | |
| Spiking DenseNetAsync.=True2026.06 | 0.189 | — | — | |
| AEGNNAsync.=True2026.06 | 0.163 | 5.26 | 4.44 | |
| AsyNetAsync.=True2026.06 | 0.145 | 205 | 173 | |
| NVS-SAsync.=True2026.06 | 0.086 | 7.8 | 6.59 |