facebookresearch / facebookresearch/sam2

Comparison of SAM and SAM2 checkpoints

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Description

Hello all! I have a question regarding the comparison of SAM vs SAM2. In the paper in Table 6, there is a comparison provided between both models across 37 datasets.

fig

Does this comparison compare the SAM-H with SAM2 large checkpoint? It is interesting to me that that the biggest model checkpoint for SAM is ~2.4GB while **the biggest one for SAM2 is much smaller** and shows superior results.

What is the main reason behind this difference? Will there be another huge checkpoint released for SAM2?

Thanks in advance!

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