Mask Generation Models
Tracked mask generation models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.
- Top-10 combined DL 30D
- 3.6M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | sam3facebook | Mask Generation | 2.2M | 3.1%(up) | ||
| 2 | sam3.1facebook | Mask Generation | 51.3K | 1.3%(up) | ||
| 3 | sam2.1-hiera-largefacebook | Mask Generation | 194.4K | 1.0%(up) | ||
| 4 | Surgical-SAM-3.1-V2mehmetkeremturkcan | Mask Generation | 31 | — | ||
| 5 | nanosamdragonSwing | Mask Generation | 0 | — | ||
| 6 | SYNTOM-SAM3ECCV26-Tomato-Phenotyping | Mask Generation | 0 | — | ||
| 7 | sam3-gguferectbranch | Mask Generation | 109 | — | ||
| 8 | sam3-text-onnxdanilobukvic | Mask Generation | 0 | — | ||
| 9 | Q-TinySAMxinghaochen | Mask Generation | 0 | — | ||
| 10 | finegrain-box-segmenterfinegrain | Mask Generation | 14.5K | 1.1%(up) |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| sam3facebook | Mask Generation | 2.2M | 3.1%(up) | ||
| sam-vit-hugefacebook | Mask Generation | 310.7K | 0.8%(up) | ||
| sam-vit-basefacebook | Mask Generation | 241.2K | 0.4%(up) | ||
| sam2.1-hiera-largefacebook | Mask Generation | 194.4K | 1.0%(up) | ||
| sam2-hiera-base-plusfacebook | Mask Generation | 141.6K | 5.1%(up) | ||
| sam2.1-hiera-smallfacebook | Mask Generation | 135.4K | 8.4%(up) | ||
| sam2.1-hiera-tinyfacebook | Mask Generation | 121K | 3.7%(up) | ||
| sam2.1-hiera-base-plusfacebook | Mask Generation | 116.8K | 6.2%(up) | ||
| slimsam-77-uniformXenova | Mask Generation | 64.8K | 3.8%(up) | ||
| sam3.1facebook | Mask Generation | 51.3K | 1.3%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| sam3facebook | Mask Generation | 2.2M | +633.4K | ||
| sam-vit-hugefacebook | Mask Generation | 310.7K | +88.1K | ||
| sam-vit-basefacebook | Mask Generation | 241.2K | +61.2K | ||
| sam2-hiera-base-plusfacebook | Mask Generation | 141.6K | +34.8K | ||
| sam2.1-hiera-largefacebook | Mask Generation | 194.4K | +29.6K | ||
| sam2.1-hiera-base-plusfacebook | Mask Generation | 116.8K | +25.9K | ||
| sam2.1-hiera-tinyfacebook | Mask Generation | 121K | +25.4K | ||
| sam2.1-hiera-smallfacebook | Mask Generation | 135.4K | +21K | ||
| slimsam-77-uniformXenova | Mask Generation | 64.8K | +15.8K | ||
| sam-hq-vit-basesyscv-community | Mask Generation | 37.3K | +9,734 |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| sam_vit_hugekerasformers | Mask Generation | 2,577 | +0 | Jul 29, 2026 | ||
| sam3zeromodels | Mask Generation | 325 | +0 | Jul 29, 2026 | ||
| sam3kerasformers | Mask Generation | 271 | +0 | Jul 29, 2026 | ||
| EdgeTAM-ExecuTorchmlboydaisuke | Mask Generation | 153 | +35 | Aug 14, 2026 | ||
| sam_vit_basezeromodels | Mask Generation | 144 | +0 | Jul 29, 2026 | ||
| SAM2.1-hiera-tiny-ExecuTorchmlboydaisuke | Mask Generation | 141 | +36 | Aug 13, 2026 | ||
| SAM2-hiera-tiny-LiteRTmlboydaisuke | Mask Generation | 135 | +0 | Jul 9, 2026 |