Object Detection on N-Caltech101
0.73mAPTokSwinT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TokSwinTAsync.=A2S2026.06 | 0.73 | — | 0.14 | 0.12 | |
| DAGr-SAsync.=True2026.06 | 0.702 | — | 6.85 | 5.76 | |
| AsynetRepresentation=Event-Histogram, Async.=true, MFLOP/ev=2002022.03 | 0.643 | — | — | — | |
| AsyNetAsync.=True2026.06 | 0.643 | — | 200 | 169 | |
| AEGNNRepresentation=Graph, Async.=true, MFLOP/ev=7.412022.03 | 0.595 | — | — | — | |
| AEGNNAsync.=True2026.06 | 0.595 | — | 7.41 | 6.26 | |
| MvHeat-DETFormat=Event Frames2024.12 | 0.557 | — | — | — | |
| EAS-SNNFormat=Event Points2024.12 | 0.538 | — | — | — | |
| Jeziorek et al.Format=Event Frames2024.12 | 0.534 | — | — | — | |
| SSLA-LAsync.=true, MFLOPS/ev=0.9262026.03 | 0.515 | 74.3 | — | — | |
| SSLA-MAsync.=true, MFLOPS/ev=0.5222026.03 | 0.495 | 72.4 | — | — | |
| SSLA-BAsync.=true, MFLOPS/ev=0.2332026.03 | 0.483 | 72 | — | — | |
| SSLA-SAsync.=true, MFLOPS/ev=0.1312026.03 | 0.444 | 68.1 | — | — | |
| YOLERepresentation=Event-Histogram, Async.=true, MFLOP/ev=36822022.03 | 0.398 | — | — | — | |
| YOLEFormat=Event Frames2024.12 | 0.398 | — | — | — | |
| YOLEAsync.=True2026.06 | 0.398 | — | 3,682 | 3,111 | |
| NVS-SRepresentation=Graph, Async.=true, MFLOP/ev=7.82022.03 | 0.346 | — | — | — | |
| NvSFormat=Event Points2024.12 | 0.346 | — | — | — | |
| NVS-SAsync.=True2026.06 | 0.346 | — | 7.8 | 6.59 | |
| AEGNNAsync.=true, MFLOPS/ev=7.412026.03 | — | 59.5 | — | — | |
| AsyNetAsync.=true, MFLOPS/ev=2002026.03 | — | 64.3 | — | — | |
| DAGr-LAsync.=true, MFLOPS/ev=18.92026.03 | — | 73.2 | — | — | |
| DAGr-MAsync.=true, MFLOPS/ev=12.22026.03 | — | 72.7 | — | — | |
| DAGr-NAsync.=true, MFLOPS/ev=2.282026.03 | — | 62.9 | — | — | |
| DAGr-SAsync.=true, MFLOPS/ev=6.852026.03 | — | 70.2 | — | — | |
| EHGCNAsync.=true, MFLOPS/ev=1.062026.03 | — | 69.4 | — | — | |
| EVA-LAsync.=A2S2026.06 | — | — | 2.32 | 2.21 | |
| NVS-SAsync.=true, MFLOPS/ev=7.802026.03 | — | 34.6 | — | — |