Segment Anything on SA-23 (All)
61.9mIoU (1-click)SAM 2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAM 2Training Data=our mix, FPS=130.1, Evaluation Protocol=Zero-shot2024.08 | 61.9 | 83.5 | |
| SAM 2.1Data=SAM2's mix, Zero-shot=true, FPS=1.3, Device=iPhone2025.01 | 61.9 | 83.5 | |
| SAM 2Data=SAM2's mix, Zero-shot=true, FPS=1.3, Device=iPhone2025.01 | 61.4 | 83.7 | |
| SAM 2Training Data=our mix, FPS=130.1, Evaluation Protocol=Zero-shot2024.08 | 60.1 | 83.2 | |
| SAM 2Training Data=SA-1B, FPS=130.1, Evaluation Protocol=Zero-shot2024.08 | 58.9 | 81.7 | |
| SAM 2Data=SA-1B, Zero-shot=true, FPS=1.3, Device=iPhone2025.01 | 58.9 | 81.7 | |
| SAMTraining Data=SA-1B, FPS=21.7, Evaluation Protocol=Zero-shot2024.08 | 58.1 | 81.3 | |
| SAMData=SA-1B, Zero-shot=true2025.01 | 58.1 | 81.3 | |
| SAM 2Training Data=SA-1B, FPS=130.1, Evaluation Protocol=Zero-shot2024.08 | 56.4 | 81.2 | |
| EdgeTAMData=Our mix, Zero-shot=true, FPS=40.4, Device=iPhone2025.01 | 55.5 | 81.7 | |
| SAMTraining Data=SA-1B, FPS=21.7, Evaluation Protocol=Zero-shot2024.08 | 54.5 | 80.3 |