Object Detection on 1Mpx dataset
48.4mAPGET
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GETMemory Enhancement=true, Params (M)=21.9, runtime (ms)=18.2, Includes Event Conversion=true2023.10 | 48.4 | — | |
| ASTMNetMemory Enhancement=true, Params (M)=>39.6, runtime (ms)=72.3, Includes Event Conversion=false2023.10 | 48.3 | — | |
| RVT-BMemory Enhancement=true, Params (M)=18.5, runtime (ms)=11.9, Includes Event Conversion=false2023.10 | 47.4 | — | |
| Swin-T v2Memory Enhancement=true, Params (M)=21.1, runtime (ms)=34.5, Includes Event Conversion=true2023.10 | 46.4 | — | |
| Nested-TMemory Enhancement=true, Params (M)=22.2, runtime (ms)=33.5, Includes Event Conversion=true2023.10 | 46 | — | |
| REDMemory Enhancement=true, Params (M)=24.1, runtime (ms)=39.3, Includes Event Conversion=false2023.10 | 43 | — | |
| GETMemory Enhancement=false, Params (M)=18.4, runtime (ms)=17.1, Includes Event Conversion=true2023.10 | 40.6 | — | |
| ASTMNetMemory Enhancement=false, Params (M)=>39.6, runtime (ms)=59.8, Includes Event Conversion=false2023.10 | 40.3 | — | |
| Nested-TMemory Enhancement=false, Params (M)=18.7, runtime (ms)=32.1, Includes Event Conversion=true2023.10 | 37.5 | — | |
| Swin-T v2Memory Enhancement=false, Params (M)=17.6, runtime (ms)=33.6, Includes Event Conversion=true2023.10 | 36 | — | |
| REDMemory Enhancement=false, Params (M)=24.12023.10 | 29 | — | |
| SAMMemory Enhancement=false2023.10 | 23.9 | — | |
| UDAMemory Enhancement=false2023.10 | — | 48 |