Video Matting Inference Speed (FPS) on VideoMatte
40.46Inference Speed (FPS)SAM2Matting
Evaluation Results
| Method | Links | |
|---|---|---|
| SAM2MattingResolution=720p, Model Variant=SAM2.1-T, Hardware=NVIDIA A6000 GPU2026.06 | 40.46 | |
| SAM2MattingResolution=1080p, Model Variant=SAM2.1-T, Hardware=NVIDIA A6000 GPU2026.06 | 40.31 | |
| SAM2MattingResolution=1440p, Model Variant=SAM2.1-T, Hardware=NVIDIA A6000 GPU2026.06 | 40.21 | |
| SAM2MattingResolution=2160p, Model Variant=SAM2.1-T, Hardware=NVIDIA A6000 GPU2026.06 | 40.04 | |
| SAM2MattingResolution=720p, Model Variant=SAM2.1-B+, Hardware=NVIDIA A6000 GPU2026.06 | 30.4 | |
| SAM2MattingResolution=1080p, Model Variant=SAM2.1-B+, Hardware=NVIDIA A6000 GPU2026.06 | 30.36 | |
| SAM2MattingResolution=1440p, Model Variant=SAM2.1-B+, Hardware=NVIDIA A6000 GPU2026.06 | 30.28 | |
| SAM2MattingResolution=2160p, Model Variant=SAM2.1-B+, Hardware=NVIDIA A6000 GPU2026.06 | 30.23 | |
| MatAnyoneResolution=720p, Hardware=NVIDIA A6000 GPU2026.06 | 25.96 | |
| MatAnyone2Resolution=720p, Hardware=NVIDIA A6000 GPU2026.06 | 21.94 | |
| MatAnyoneResolution=1080p, Hardware=NVIDIA A6000 GPU2026.06 | 11.29 | |
| MatAnyone2Resolution=1080p, Hardware=NVIDIA A6000 GPU2026.06 | 9.93 | |
| SAM2MattingResolution=720p, Model Variant=SAM3, Hardware=NVIDIA A6000 GPU2026.06 | 9.09 | |
| SAM2MattingResolution=1080p, Model Variant=SAM3, Hardware=NVIDIA A6000 GPU2026.06 | 9.07 | |
| SAM2MattingResolution=1440p, Model Variant=SAM3, Hardware=NVIDIA A6000 GPU2026.06 | 9.02 | |
| SAM2MattingResolution=2160p, Model Variant=SAM3, Hardware=NVIDIA A6000 GPU2026.06 | 8.99 | |
| MatAnyoneResolution=1440p, Hardware=NVIDIA A6000 GPU2026.06 | 2.92 | |
| MatAnyone2Resolution=1440p, Hardware=NVIDIA A6000 GPU2026.06 | 2.82 |