Object Recognition on CIFAR10-DVS
85.69AccuracyEventDance
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EventDanceBackbone=R-50, SFUDA=true2024.03 | 85.69 | — | — | 24.81 | |
| EventDanceBackbone=R-34, SFUDA=true2024.03 | 71.98 | — | — | 26.69 | |
| SHOT++Backbone=R-50, SFUDA=true2024.03 | 63.41 | — | — | 2.53 | |
| EventDanceBackbone=R-18, SFUDA=true2024.03 | 62.13 | — | — | 25.99 | |
| Zhao et al.Backbone=R-50, SFUDA=true2024.03 | 61.99 | — | — | 1.11 | |
| SHOTBackbone=R-50, SFUDA=true2024.03 | 61.03 | — | — | 0.15 | |
| BaselineBackbone=R-50, SFUDA=false2024.03 | 60.88 | — | — | — | |
| SHOT++Backbone=R-34, SFUDA=true2024.03 | 46.37 | — | — | 1.08 | |
| SHOTBackbone=R-34, SFUDA=true2024.03 | 46.32 | — | — | 1.03 | |
| Zhao et al.Backbone=R-34, SFUDA=true2024.03 | 45.78 | — | — | 0.49 | |
| BaselineBackbone=R-34, SFUDA=false2024.03 | 45.29 | — | — | — | |
| SHOT++Backbone=R-18, SFUDA=true2024.03 | 37.26 | — | — | 1.12 | |
| SHOTBackbone=R-18, SFUDA=true2024.03 | 36.97 | — | — | 0.84 | |
| Zhao et al.Backbone=R-18, SFUDA=true2024.03 | 36.42 | — | — | 0.28 | |
| BaselineBackbone=R-18, SFUDA=false2024.03 | 36.14 | — | — | — | |
| Grad-CAM2024.03 | — | 8.31 | 22.15 | — | |
| Grad-CAM++2024.03 | — | 6.23 | 26.33 | — | |
| SAM2024.03 | — | 1.23 | 46.83 | — | |
| SLRPType=CAM2024.03 | — | 8.41 | 23.5 | — | |
| SLRPType=Saliency Map2024.03 | — | 9.44 | 19.99 | — | |
| SLRP-RelCAM2024.03 | — | 7.6 | 23.41 | — | |
| SLTRPType=CAM2024.03 | — | 8.41 | 23.5 | — | |
| SLTRPType=Saliency Map2024.03 | — | 9.51 | 19.98 | — | |
| SLTRP-RelCAM2024.03 | — | 7.6 | 23.41 | — |