Video Object Segmentation on Hardware Efficiency Benchmark
150.9FPSEdgeTAM
Evaluation results
| Method | Links | |
|---|---|---|
| EdgeTAMHardware=A1002025.01 | 150.9 | |
| RDEHardware=A1002025.01 | 88.8 | |
| DEVAHardware=A1002025.01 | 65.2 | |
| Cutie-baseHardware=A1002025.01 | 65 | |
| SAM 2-B+Hardware=A1002025.01 | 64.8 | |
| SAM 2.1-B+Hardware=A1002025.01 | 64.1 | |
| STCNHardware=A1002025.01 | 62.8 | |
| XMemHardware=A1002025.01 | 61.2 | |
| Cutie-base+Hardware=A1002025.01 | 57.2 | |
| Cutie-baseHardware=V1002025.01 | 36.4 | |
| DEVAHardware=V1002025.01 | 25.3 | |
| RDEHardware=V1002025.01 | 24.4 | |
| XMemHardware=V1002025.01 | 22.6 | |
| Cutie-base+Hardware=V1002025.01 | 17.9 | |
| EdgeTAMHardware=iPhone2025.01 | 15.7 | |
| STCNHardware=V1002025.01 | 13.2 | |
| ISVOSHardware=V1002025.01 | 5.8 | |
| SimVOS-BHardware=V1002025.01 | 3.3 | |
| JointFormerHardware=V1002025.01 | 3 | |
| SAM 2-B+Hardware=iPhone2025.01 | 0.7 | |
| SAM 2.1-B+Hardware=iPhone2025.01 | 0.7 |