Object Detection on Deep Fish (Few-Shot)
33.9nAP (5-shot)FSOD-VFM-L
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSOD-VFM-LFine-Tuned Novel=false2026.02 | 33.9 | 35 | 34.3 | |
| FSOD-VFM-BFine-Tuned Novel=false2026.02 | 33 | 34.1 | 33.3 | |
| No-Time-To-TrainFine-Tuned Novel=false2026.02 | 28.9 | 30.5 | 29.6 | |
| CD-ViTOFine-Tuned Novel=true2026.02 | 22.3 | 20.3 | 22.3 | |
| DE-ViT-FTFine-Tuned Novel=true2026.02 | 21.2 | 19.3 | 21.3 | |
| Distill-cdfsdFine-Tuned Novel=true2026.02 | 15.5 | — | 15.5 | |
| Detic-FTFine-Tuned Novel=true2026.02 | 14.3 | 9 | 17.9 | |
| ViTDeT-FTFine-Tuned Novel=true2026.02 | 9 | 0.9 | 6.5 | |
| DE-ViTFine-Tuned Novel=false2026.02 | 2.5 | 0.4 | 2.1 | |
| DeticFine-Tuned Novel=false2026.02 | 0.9 | 0.9 | 0.9 |