Object Detection on OmniLabel
39.2AP (Description)FIBER-B + ours
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FIBER-B + oursModel Variant=Base, Method Enhancement=CCL2026.03 | 39.2 | 42 | 44.1 | 50.8 | 53.7 | 38.2 | 32.3 | |
| Real-Model2026.03 | 36.5 | — | — | 52.1 | 54.4 | 33.2 | 25.5 | |
| GLIP-T + oursModel Variant=Tiny, Method Enhancement=CCL2026.03 | 28.8 | 32.2 | 36.1 | 39.8 | 43.3 | 26.5 | 17.6 | |
| ROD-MLLM2026.03 | 25.3 | — | — | 30.9 | 31.8 | 24.5 | 21 | |
| GN-FIBER2026.03 | 25.1 | 28.1 | 32.1 | 36.5 | — | — | — | |
| FIBER-B2023.12 | 22.3 | 25.7 | 30.3 | 34.8 | 38.6 | 19.5 | 12.4 | |
| FIBER-BModel Variant=Base2026.03 | 22.3 | 25.7 | 30.3 | 34.8 | 38.6 | 19.5 | 12.4 | |
| GLIPModel Size=L2023.12 | 21.2 | 25.8 | 32.9 | 33.2 | 37.7 | 18.9 | 10.8 | |
| GLEE-PlusScale-up=true2023.12 | 19.4 | 27 | 44.5 | 25.9 | 36 | 17.2 | 12.4 | |
| GN-GLIP2026.03 | 18.8 | 22.2 | 27.2 | 29 | — | — | — | |
| GLEE-PlusScale-up=false2023.12 | 17.5 | 25.4 | 46.7 | 23.9 | 28.4 | 16.3 | 12.5 | |
| GLEE-LiteScale-up=true2023.12 | 16.7 | 22.7 | 35.5 | 22.3 | 33.7 | 14.3 | 10.2 | |
| GLIPModel Size=T2023.12 | 16.4 | 19.3 | 23.6 | 25.8 | 29.4 | 14.8 | 8.2 | |
| GLIP-TModel Variant=Tiny2026.03 | 16.4 | 19.3 | 23.6 | 25.8 | 29.4 | 14.8 | 8.2 | |
| GLEE-LiteScale-up=false2023.12 | 14 | 20.3 | 37.5 | 19.1 | 23 | 12.7 | 10 | |
| Detic2023.12 | 5.4 | 8 | 15.6 | 8 | 5.7 | 5.4 | 6.2 | |
| Detic2026.03 | 5.4 | 8 | 15.6 | 8 | 5.7 | 5.4 | 6.2 | |
| MDETR2023.12 | 4.7 | — | — | 9.1 | 6.4 | 4.6 | 4 | |
| RegionCLIP2023.12 | 2.6 | 2.7 | 2.7 | 3.2 | 3.6 | 2.7 | 2.3 |