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SotA/Methodology/2D Object Detection/CAMO-FS

2D Object Detection on CAMO-FS

Metric: box AP (higher is better)

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#Model↕box AP▼AugmentationsPaperDate↕Code
1FS-CDIS (MTFA+IMS 5-shot)10.36NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
2FS-CDIS (Res101-MTFA+IMS 5-shot)10.36NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
3FS-CDIS (iFS-RCNN+ITL 5-shot)10.36NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
4FS-CDIS (Res101-MTFA+ITL 5-shot)9.76NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
5FS-CDIS (M-RCNN+ITL 5-shot)9.67NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
6FS-CDIS (M-RCNN+IMS 5-shot)9.52NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
7FS-CDIS (iFS-RCNN+IMS 5-shot)8.44NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
8FS-CDIS (M-RCNN+IMS 3-shot)7.96NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
9FS-CDIS (M-RCNN+ITL 3-shot)7.85NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
10FS-CDIS (M-RCNN+ITL 2-shot)7.56NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
11FS-CDIS (MTFA+IMS 3-shot)7.55NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
12FS-CDIS (Res101-MTFA+IMS 3-shot)7.55NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
13FS-CDIS (M-RCNN+IMS 2-shot)7.39NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
14FS-CDIS (Res101-MTFA+ITL 2-shot)7.28NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
15FS-CDIS (iFS-RCNN+ITL 3-shot)7.1NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
16FS-CDIS (MTFA+IMS 2-shot)6.95NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
17FS-CDIS (Res101-MTFA+IMS 2-shot)6.95NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
18FS-CDIS (iFS-RCNN+IMS 2-shot)6.39NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
19FS-CDIS (iFS-RCNN+IMS 3-shot)5.94NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
20FS-CDIS (iFS-RCNN+ITL 2-shot)5.66NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
21FS-CDIS (M-RCNN+ITL 1-shot)5.08NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
22FS-CDIS (M-RCNN+IMS 1-shot)4.92NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
23FS-CDIS (iFS-RCNN+ITL 1-shot)4.71NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
24FS-CDIS (MTFA+IMS 1-shot)4.5NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
25FS-CDIS (Res101-MTFA+ITL 1-shot)4.04NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code
26FS-CDIS (iFS-RCNN+IMS 1-shot)2.74NoThe Art of Camouflage: Few-Shot Learning for Ani...2023-04-15Code