Object Detection on DSEC-Detection 10 (test)
46.9mAPM2C-EvDet (RGB)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| M2C-EvDet (RGB)Type=RGB-guided Event-based Distilled Detection, Params(M)=10.22026.06 | 46.9 | 39.8 | 58.4 | 61.5 | 45.9 | 36.5 | 53.2 | 33.1 | 69.9 | |
| M2C-EvDet (Event)Type=RGB-guided Event-based Distilled Detection, Params(M)=10.22026.06 | 28.3 | 17.8 | 44.5 | 43 | 24.5 | 21.8 | 37.5 | 9 | 45.9 | |
| RVTType=Event-based Detection, Params(M)=18.52026.06 | 27.7 | — | — | — | — | — | — | — | 44.2 | |
| FGDType=RGB-guided Event-based Distilled Detection, Params(M)=10.22026.06 | 27.3 | 17.4 | 43.6 | 42.5 | 23.8 | 20.7 | 36.1 | 7.1 | 45.5 | |
| AEDType=Event-based Detection, Params(M)=15.52026.06 | 27.1 | — | — | — | — | — | — | — | 43.2 | |
| FKDType=RGB-guided Event-based Distilled Detection, Params(M)=10.22026.06 | 26.9 | 17.6 | 41.9 | 42.7 | 19.9 | 20.2 | 37.2 | 8.8 | 44.6 | |
| FreeKDType=RGB-guided Event-based Distilled Detection, Params(M)=10.22026.06 | 26.7 | 17.4 | 40.6 | 42.8 | 22.8 | 20.9 | 34.5 | 8.2 | 44.7 | |
| D-FINE-SType=Event-based Detection, Params(M)=10.22026.06 | 24.7 | 15.2 | 37.7 | 42.4 | 20.7 | 17 | 32.5 | 7.1 | 42 | |
| VIT-S5Type=Event-based Detection, Params(M)=18.22026.06 | 23.8 | — | — | — | — | — | — | — | 38.7 | |
| EA-DETRType=RGB-guided Event-based Distilled Detection2026.06 | 14.7 | — | — | — | — | — | — | — | 27.2 | |
| DAGrType=Event-based Detection2026.06 | 14 | — | — | — | — | — | — | — | — |