Object Detection on Clip art1k
29.1nAP (1-shot)FSOD-VFM-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSOD-VFM-LFine-Tuned Novel=false2026.02 | 29.1 | 43.7 | 46.5 | |
| FSOD-VFM-BFine-Tuned Novel=false2026.02 | 25.1 | 40 | 41.6 | |
| No-Time-To-TrainFine-Tuned Novel=false2026.02 | 18.9 | 24.9 | 25.9 | |
| CD-ViTOFine-Tuned Novel=true2026.02 | 17.7 | 41.1 | 44.3 | |
| Detic-FTFine-Tuned Novel=true2026.02 | 15.1 | 20.2 | 22.3 | |
| DE-ViT-FTFine-Tuned Novel=true2026.02 | 13 | 38.1 | 40.8 | |
| DeticFine-Tuned Novel=false2026.02 | 11.4 | 11.4 | 11.4 | |
| Distill-cdfsdFine-Tuned Novel=true2026.02 | 7.6 | 23.3 | 27.3 | |
| ViTDeT-FTFine-Tuned Novel=true2026.02 | 6.1 | 23.3 | 25.6 | |
| DE-ViTFine-Tuned Novel=false2026.02 | 0.5 | 5.5 | 11 |