Zero Shot Object Detection Models
Tracked zero shot object detection models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.
- Top-10 combined DL 30D
- 5.2M
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | grounding-dino-baseIDEA-Research | Zero Shot Object Detection | 1.6M | 0.9%(up) | ||
| 2 | grounding-dino-tinyIDEA-Research | Zero Shot Object Detection | 838.4K | 0.8%(up) | ||
| 3 | yoloe26-n-segopenvision | Zero Shot Object Detection | 103 | — | ||
| 4 | owlv2-large-patch14-ensemblegoogle | Zero Shot Object Detection | 112.6K | 0.5%(up) | ||
| 5 | WeDetectfushh7 | Zero Shot Object Detection | 0 | — | ||
| 6 | YOLO-World-V2AXERA-TECH | Zero Shot Object Detection | 31 | — | ||
| 7 | owlv2-base-patch16-finetunedzeromodels | Zero Shot Object Detection | 43 | — | ||
| 8 | grounding_dino_basekerasformers | Zero Shot Object Detection | 41 | — | ||
| 9 | owlv2-base-patch16-ensemblezeromodels | Zero Shot Object Detection | 40 | — | ||
| 10 | owlv2-base-patch16-ONNXJONNYVERSE | Zero Shot Object Detection | 13 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| owlv2-base-patch16-ensemblegoogle | Zero Shot Object Detection | 2.1M | 1.4%(up) | ||
| grounding-dino-baseIDEA-Research | Zero Shot Object Detection | 1.6M | 0.9%(up) | ||
| grounding-dino-tinyIDEA-Research | Zero Shot Object Detection | 838.4K | 0.8%(up) | ||
| owlvit-base-patch32google | Zero Shot Object Detection | 210.4K | 0.3%(up) | ||
| owlv2-large-patch14-ensemblegoogle | Zero Shot Object Detection | 112.6K | 0.5%(up) | ||
| llmdet_baseiSEE-Laboratory | Zero Shot Object Detection | 105.3K | 1.0%(up) | ||
| omdet-turbo-swin-tiny-hfomlab | Zero Shot Object Detection | 73.7K | 2.0%(up) | ||
| owlv2-base-patch16google | Zero Shot Object Detection | 60.6K | 1.0%(up) | ||
| mm_grounding_dino_large_allopenmmlab-community | Zero Shot Object Detection | 55.2K | 2.1%(up) | ||
| owlvit-base-patch16google | Zero Shot Object Detection | 29.7K | 0.2%(up) |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| owlv2-base-patch16-ensemblegoogle | Zero Shot Object Detection | 2.1M | +394.4K | ||
| grounding-dino-baseIDEA-Research | Zero Shot Object Detection | 1.6M | +297.5K | ||
| grounding-dino-tinyIDEA-Research | Zero Shot Object Detection | 838.4K | +192.7K | ||
| llmdet_baseiSEE-Laboratory | Zero Shot Object Detection | 105.3K | +53.5K | ||
| owlvit-base-patch32google | Zero Shot Object Detection | 210.4K | +46.9K | ||
| owlv2-large-patch14-ensemblegoogle | Zero Shot Object Detection | 112.6K | +22.6K | ||
| omdet-turbo-swin-tiny-hfomlab | Zero Shot Object Detection | 73.7K | +17.3K | ||
| owlv2-base-patch16google | Zero Shot Object Detection | 60.6K | +16.9K | ||
| mm_grounding_dino_large_allopenmmlab-community | Zero Shot Object Detection | 55.2K | +12.6K | ||
| owlvit-base-patch32Xenova | Zero Shot Object Detection | 17.7K | +8,046 |
New & notable
Published within the last 90 days with meaningful traction.
| Model | Task | DL 30D | 7D7D gained | Likes | Params | Published |
|---|---|---|---|---|---|---|
| grounding_dino_tinyzeromodels | Zero Shot Object Detection | 4,504 | +1,943 | Jul 29, 2026 | ||
| owlv2-large-patch14-finetunedzeromodels | Zero Shot Object Detection | 1,064 | +0 | Jul 29, 2026 | ||
| grounding_dino_tinykerasformers | Zero Shot Object Detection | 855 | +0 | Jul 29, 2026 | ||
| owlvit-large-patch14zeromodels | Zero Shot Object Detection | 788 | +0 | Jul 29, 2026 | ||
| owlv2-large-patch14-ensemblezeromodels | Zero Shot Object Detection | 287 | +0 | Jul 29, 2026 |