Object Detection on COCO (mAP, AP50)
75mAPFP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FPVariant=SAM2-L, Setting=Full-Precision2026.05 | 75 | — | |
| FPVariant=SAM2-T, Setting=Full-Precision2026.05 | 74.6 | — | |
| FPVariant=SAM2-S, Setting=Full-Precision2026.05 | 74.6 | — | |
| CAR-SAMVariant=SAM2-T, Setting=W6A62026.05 | 74.4 | — | |
| FPVariant=SAM2-B+, Setting=Full-Precision2026.05 | 73.9 | — | |
| PTQ4SAMVariant=SAM2-T, Setting=W6A62026.05 | 73.6 | — | |
| CAR-SAMVariant=SAM2-L, Setting=W6A62026.05 | 73.4 | — | |
| PTQ4SAMVariant=SAM2-L, Setting=W6A62026.05 | 73.2 | — | |
| PTQ4SAMVariant=SAM2-S, Setting=W6A62026.05 | 73.1 | — | |
| CAR-SAMVariant=SAM2-S, Setting=W6A62026.05 | 73.1 | — | |
| PTQ4SAMVariant=SAM2-B+, Setting=W6A62026.05 | 73.1 | — | |
| CAR-SAMVariant=SAM2-B+, Setting=W6A62026.05 | 72.8 | — | |
| QDropVariant=SAM2-B+, Setting=W6A62026.05 | 72.7 | — | |
| QDropVariant=SAM2-T, Setting=W6A62026.05 | 72.1 | — | |
| QDropVariant=SAM2-S, Setting=W6A62026.05 | 71.7 | — | |
| BRECQVariant=SAM2-B+, Setting=W6A62026.05 | 71.6 | — | |
| BRECQVariant=SAM2-S, Setting=W6A62026.05 | 71.4 | — | |
| BRECQVariant=SAM2-L, Setting=W6A62026.05 | 70.7 | — | |
| QDropVariant=SAM2-L, Setting=W6A62026.05 | 70.4 | — | |
| BRECQVariant=SAM2-T, Setting=W6A62026.05 | 70.3 | — | |
| CAR-SAMVariant=SAM2-T, Setting=W4A42026.05 | 68.5 | — | |
| PTQ4SAMVariant=SAM2-T, Setting=W4A42026.05 | 67.8 | — | |
| CAR-SAMVariant=SAM2-S, Setting=W4A42026.05 | 67.8 | — | |
| PTQ4SAMVariant=SAM2-S, Setting=W4A42026.05 | 67.3 | — | |
| CAR-SAMVariant=SAM2-B+, Setting=W4A42026.05 | 66.6 | — | |
| PTQ4SAMVariant=SAM2-B+, Setting=W4A42026.05 | 65.6 | — | |
| PTQ4SAMVariant=SAM2-L, Setting=W4A42026.05 | 65.6 | — | |
| QDropVariant=SAM2-B+, Setting=W4A42026.05 | 64.5 | — | |
| CAR-SAMVariant=SAM2-L, Setting=W4A42026.05 | 64.1 | — | |
| QDropVariant=SAM2-T, Setting=W4A42026.05 | 62.8 | — | |
| EVA-02-LRes=1536, Img/s=1.622025.10 | 62.28 | 80.8 | |
| QDropVariant=SAM2-S, Setting=W4A42026.05 | 62.2 | — | |
| APTBackbone=EVA-02-L, Res=1536, Img/s=2.17, Speedup=+30%2025.10 | 62.07 | 80.64 | |
| ResizingBackbone=EVA-02-L, Res=1536, Img/s=2.17, Speedup=+30%2025.10 | 61.75 | 80.27 | |
| EVA-02-BRes=1536, Img/s=3.862025.10 | 58.93 | 77.85 | |
| APTBackbone=EVA-02-B, Res=1536, Img/s=4.41, Speedup=+14%2025.10 | 58.79 | 77.65 | |
| ResizingBackbone=EVA-02-B, Res=1536, Img/s=4.41, Speedup=+14%2025.10 | 58.43 | 77.22 | |
| QDropVariant=SAM2-L, Setting=W4A42026.05 | 57.9 | — | |
| BRECQVariant=SAM2-T, Setting=W4A42026.05 | 52.8 | — | |
| BRECQVariant=SAM2-S, Setting=W4A42026.05 | 43.9 | — | |
| BRECQVariant=SAM2-B+, Setting=W4A42026.05 | 41.8 | — |