Object Detection on ArTaxOr
51.4nAP (1-shot)FSOD-VFM-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSOD-VFM-LFine-Tuned Novel=false2026.02 | 51.4 | 62 | 61.5 | |
| FSOD-VFM-BFine-Tuned Novel=false2026.02 | 50.6 | 55.6 | 57.3 | |
| No-Time-To-TrainFine-Tuned Novel=false2026.02 | 28.2 | 35.7 | 35 | |
| CD-ViTOFine-Tuned Novel=true2026.02 | 21 | 47.9 | 60.5 | |
| DE-ViT-FTFine-Tuned Novel=true2026.02 | 10.5 | 38 | 49.2 | |
| ViTDeT-FTFine-Tuned Novel=true2026.02 | 5.9 | 20.9 | 23.4 | |
| Distill-cdfsdFine-Tuned Novel=true2026.02 | 5.1 | 12.5 | 18.1 | |
| FSCEFine-Tuned Novel=true2026.02 | 3.7 | 10.2 | 15.9 | |
| DeFRCNFine-Tuned Novel=true2026.02 | 3.6 | 9.9 | 15.5 | |
| Detic-FTFine-Tuned Novel=true2026.02 | 3.2 | 8.7 | 12 | |
| TFA w/cosFine-Tuned Novel=true2026.02 | 3.1 | 8.8 | 14.8 | |
| Meta-RCNNFine-Tuned Novel=false2026.02 | 2.8 | 8.5 | 14 | |
| DeticFine-Tuned Novel=false2026.02 | 0.6 | 0.6 | 0.6 | |
| DE-ViTFine-Tuned Novel=false2026.02 | 0.4 | 10.1 | 9.2 |