Incremental Object Detection on DIOR-IOD two-step
45.6mAP^CFine-tuning
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Fine-tuningBaseline=Grounding DINO2026.05 | 45.6 | 72.7 | 22.6 | 34.6 | 24.4 | 1.3 | 3.6 | 4.9 | 17.8 | 32.6 | |
| ERDBaseline=Grounding DINO2026.05 | 45.6 | 72.7 | 31.4 | 45.3 | 32.8 | 8.6 | 14.7 | 8.1 | 24.5 | 41.8 | |
| GCDBaseline=Grounding DINO2026.05 | 45.6 | 72.7 | 46.9 | 71.2 | 51.4 | 39.4 | 64.4 | 15.1 | 39.3 | 66.9 | |
| STAR-IODBaseline=Grounding DINO2026.05 | 45.6 | 72.7 | 48.6 | 72.7 | 53.3 | 40.7 | 65.8 | 16.5 | 41.4 | 69 | |
| MD-DETRBaseline=Deformable DETR2026.05 | 38.8 | 62.6 | 19.9 | 30.9 | 21.1 | 22.7 | 36.9 | 2.6 | 15.7 | 34.8 | |
| CL-DETRBaseline=Deformable DETR2026.05 | 34.8 | 54.4 | 31.5 | 43.9 | 34.5 | 17.5 | 28.5 | 5.2 | 23.5 | 46.6 |