ML Research Wiki / Benchmarks / Few-Shot Object Detection / CAMO-FS

CAMO-FS

Few-Shot Object Detection Benchmark

Performance Over Time

📊 Showing 26 results | 📏 Metric: box AP

Top Performing Models

Rank Model Paper box AP Date Code
1 FS-CDIS (MTFA+IMS 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 10.36 2023-04-15 📦 danhntd/FS-CDIS
2 FS-CDIS (Res101-MTFA+IMS 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 10.36 2023-04-15 📦 danhntd/FS-CDIS
3 FS-CDIS (iFS-RCNN+ITL 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 10.36 2023-04-15 📦 danhntd/FS-CDIS
4 FS-CDIS (Res101-MTFA+ITL 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 9.76 2023-04-15 📦 danhntd/FS-CDIS
5 FS-CDIS (M-RCNN+ITL 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 9.67 2023-04-15 📦 danhntd/FS-CDIS
6 FS-CDIS (M-RCNN+IMS 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 9.52 2023-04-15 📦 danhntd/FS-CDIS
7 FS-CDIS (iFS-RCNN+IMS 5-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 8.44 2023-04-15 📦 danhntd/FS-CDIS
8 FS-CDIS (M-RCNN+IMS 3-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 7.96 2023-04-15 📦 danhntd/FS-CDIS
9 FS-CDIS (M-RCNN+ITL 3-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 7.85 2023-04-15 📦 danhntd/FS-CDIS
10 FS-CDIS (M-RCNN+ITL 2-shot) The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation 7.56 2023-04-15 📦 danhntd/FS-CDIS

All Papers (26)