Image Segmentation on CAMO-FS

Metric: mask AP (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mask AP▼	Extra Data	Paper	Date↕	Code
1	FS-CDIS (M-RCNN+IMS 5-shot)	9.82	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
2	FS-CDIS (MTFA+IMS 5-shot)	9.61	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
3	FS-CDIS (M-RCNN+ITL 5-shot)	9.35	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
4	FS-CDIS (iFS-RCNN+IMS 5-shot)	9.03	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
5	FS-CDIS (M-RCNN+IMS 3-shot)	8.65	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
6	FS-CDIS (Res101-MTFA+ITL 1-shot)	8.48	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
7	FS-CDIS (M-RCNN+IMS 2-shot)	7.84	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
8	FS-CDIS (MTFA+IMS 3-shot)	7.36	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
9	FS-CDIS (MTFA+IMS 2-shot)	6.95	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
10	FS-CDIS (iFS-RCNN+IMS 2-shot)	6.83	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
11	FS-CDIS (iFS-RCNN+IMS 3-shot)	6.14	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
12	FS-CDIS (M-RCNN+ITL 2-shot)	6.01	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
13	FS-CDIS (MTFA+IMS 1-shot)	5.46	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
14	FS-CDIS (M-RCNN+ITL 1-shot)	5.35	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
15	FS-CDIS (iFS-RCNN+IMS 1-shot)	2.99	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code

#1FS-CDIS (M-RCNN+IMS 5-shot)SOTA
9.82
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#2FS-CDIS (MTFA+IMS 5-shot)
9.61
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#3FS-CDIS (M-RCNN+ITL 5-shot)
9.35
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#4FS-CDIS (iFS-RCNN+IMS 5-shot)
9.03
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#5FS-CDIS (M-RCNN+IMS 3-shot)
8.65
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#6FS-CDIS (Res101-MTFA+ITL 1-shot)
8.48
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#7FS-CDIS (M-RCNN+IMS 2-shot)
7.84
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#8FS-CDIS (MTFA+IMS 3-shot)
7.36
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#9FS-CDIS (MTFA+IMS 2-shot)
6.95
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#10FS-CDIS (iFS-RCNN+IMS 2-shot)
6.83
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#11FS-CDIS (iFS-RCNN+IMS 3-shot)
6.14
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#12FS-CDIS (M-RCNN+ITL 2-shot)
6.01
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#13FS-CDIS (MTFA+IMS 1-shot)
5.46
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#14FS-CDIS (M-RCNN+ITL 1-shot)
5.35
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code
#15FS-CDIS (iFS-RCNN+IMS 1-shot)
2.99
mask AP· 2023-04-15
The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Code