Few-Shot Object Detection on CAMO-FS

Metric: box AP (higher is better)

LeaderboardDataset

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Results

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#	Model↕	box AP▼	Extra Data	Paper	Date↕	Code
1	FS-CDIS (MTFA+IMS 5-shot)	10.36	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
2	FS-CDIS (Res101-MTFA+IMS 5-shot)	10.36	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
3	FS-CDIS (iFS-RCNN+ITL 5-shot)	10.36	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
4	FS-CDIS (Res101-MTFA+ITL 5-shot)	9.76	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
5	FS-CDIS (M-RCNN+ITL 5-shot)	9.67	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
6	FS-CDIS (M-RCNN+IMS 5-shot)	9.52	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
7	FS-CDIS (iFS-RCNN+IMS 5-shot)	8.44	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
8	FS-CDIS (M-RCNN+IMS 3-shot)	7.96	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
9	FS-CDIS (M-RCNN+ITL 3-shot)	7.85	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
10	FS-CDIS (M-RCNN+ITL 2-shot)	7.56	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
11	FS-CDIS (MTFA+IMS 3-shot)	7.55	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
12	FS-CDIS (Res101-MTFA+IMS 3-shot)	7.55	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
13	FS-CDIS (M-RCNN+IMS 2-shot)	7.39	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
14	FS-CDIS (Res101-MTFA+ITL 2-shot)	7.28	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
15	FS-CDIS (iFS-RCNN+ITL 3-shot)	7.1	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
16	FS-CDIS (MTFA+IMS 2-shot)	6.95	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
17	FS-CDIS (Res101-MTFA+IMS 2-shot)	6.95	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
18	FS-CDIS (iFS-RCNN+IMS 2-shot)	6.39	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
19	FS-CDIS (iFS-RCNN+IMS 3-shot)	5.94	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
20	FS-CDIS (iFS-RCNN+ITL 2-shot)	5.66	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
21	FS-CDIS (M-RCNN+ITL 1-shot)	5.08	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
22	FS-CDIS (M-RCNN+IMS 1-shot)	4.92	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
23	FS-CDIS (iFS-RCNN+ITL 1-shot)	4.71	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
24	FS-CDIS (MTFA+IMS 1-shot)	4.5	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
25	FS-CDIS (Res101-MTFA+ITL 1-shot)	4.04	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code
26	FS-CDIS (iFS-RCNN+IMS 1-shot)	2.74	No	The Art of Camouflage: Few-Shot Learning for Ani...	2023-04-15	Code

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