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9.22k
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+ITL 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
10.36
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (Res101-MTFA+ITL 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
9.76
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+ITL 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
9.67
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+IMS 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
9.52
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+IMS 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
8.44
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+IMS 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.96
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+ITL 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.85
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+ITL 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.56
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (MTFA+IMS 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.55
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (Res101-MTFA+IMS 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.55
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+IMS 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.39
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (Res101-MTFA+ITL 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.28
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+ITL 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
7.1
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (MTFA+IMS 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
6.95
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (Res101-MTFA+IMS 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
6.95
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+IMS 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
6.39
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+IMS 3-shot)
https://arxiv.org/abs/2304.07444v4
box AP
5.94
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+ITL 2-shot)
https://arxiv.org/abs/2304.07444v4
box AP
5.66
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+ITL 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
5.08
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (M-RCNN+IMS 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
4.92
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+ITL 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
4.71
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (MTFA+IMS 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
4.5
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (Res101-MTFA+ITL 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
4.04
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (iFS-RCNN+IMS 1-shot)
https://arxiv.org/abs/2304.07444v4
box AP
2.74
16k > Object Detection > Few-Shot Object Detection
ODinW-13
Grounding DINO 1.5 Pro
https://arxiv.org/abs/2405.10300v2
Average Score
66.3
16k > Object Detection > Few-Shot Object Detection
ODinW-13
MQ-GLIP-T
https://arxiv.org/abs/2305.18980v2
Average Score
57
16k > Object Detection > Few-Shot Object Detection
ODinW-13
GLIP-T
https://arxiv.org/abs/2112.03857v2
Average Score
50.7
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
ETS
https://arxiv.org/abs/2504.04517v1
mAP
71.2
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
68.7
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
CD-ViTO
https://arxiv.org/abs/2402.03094v4
mAP
60.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
BIOT(10-Shot)
https://www.sciencedirect.com/science/article/pii/S2667295224000400
mAP
58.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
BIOT(5-Shot)
https://www.sciencedirect.com/science/article/pii/S2667295224000400
mAP
53.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
DE-ViT-FT
https://arxiv.org/abs/2309.12969v4
mAP
49.2
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
37.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
35.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
23.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
FSCE
https://arxiv.org/abs/2103.05950v2
mAP
15.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
DeFRCN
https://arxiv.org/abs/2108.09017v1
mAP
15.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
TFA w/cos
https://arxiv.org/abs/2003.06957v1
mAP
14.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
Meta-RCNN
https://openreview.net/forum?id=B1xmOgrFPS
mAP
14.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
12.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
DE-ViT(w/o FT)
https://arxiv.org/abs/2309.12969v4
mAP
9.2
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Artaxor
Detic(w/o FT)
https://arxiv.org/abs/2201.02605v3
mAP
0.6
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
ETS
https://arxiv.org/abs/2504.04517v1
mAP
26.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
18.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
16.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
15.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
CD-ViTO
https://arxiv.org/abs/2402.03094v4
mAP
12.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
DE-ViT-FT
https://arxiv.org/abs/2309.12969v4
mAP
8.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
5.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
4.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
DE-ViT(w/o FT)
https://arxiv.org/abs/2309.12969v4
mAP
1.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
NEU-DET
Detic(w/o FT)
https://arxiv.org/abs/2201.02605v3
mAP
0.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
ETS
https://arxiv.org/abs/2504.04517v1
mAP
37.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
32.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
BIOT
https://www.sciencedirect.com/science/article/pii/S2667295224000400
mAP
31.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
CD-ViTO
https://arxiv.org/abs/2402.03094v4
mAP
30.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
29.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
DE-ViT-FT
https://arxiv.org/abs/2309.12969v4
mAP
25.6
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
DeFRCN
https://arxiv.org/abs/2108.09017v1
mAP
22.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
FSCE
https://arxiv.org/abs/2103.05950v2
mAP
21.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
Meta-RCNN
https://openreview.net/forum?id=B1xmOgrFPS
mAP
20.6
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
TFA w/cos
https://arxiv.org/abs/2003.06957v1
mAP
20.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
16.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
15.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
DE-ViT(w/o FT)
https://arxiv.org/abs/2309.12969v4
mAP
8.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
7.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DIOR
Detic(w/o FT)
https://arxiv.org/abs/2201.02605v3
mAP
0.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
ETS
https://arxiv.org/abs/2504.04517v1
mAP
61.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
59.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
53.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
CD-ViTO
https://arxiv.org/abs/2402.03094v4
mAP
44.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
DE-ViT-FT
https://arxiv.org/abs/2309.12969v4
mAP
40.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
25.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
25.6
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
22.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
Detic(w/o FT)
https://arxiv.org/abs/2201.02605v3
mAP
11.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
Clipark1k
DE-ViT(w/o FT)
https://arxiv.org/abs/2309.12969v4
mAP
11.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
ETS
https://arxiv.org/abs/2504.04517v1
mAP
44.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
35.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
29.6
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
25.7
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
CD-ViTO
https://arxiv.org/abs/2402.03094v4
mAP
22.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
DE-ViT-FT
https://arxiv.org/abs/2309.12969v4
mAP
21.3
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
17.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
6.5
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
DE-ViT(w/o FT)
https://arxiv.org/abs/2309.12969v4
mAP
2.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
DeepFish
Detic(w/o FT)
https://arxiv.org/abs/2201.02605v3
mAP
0.9
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
ETS
https://arxiv.org/abs/2504.04517v1
mAP
29.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
CDFormer(w/FT)
https://arxiv.org/abs/2505.00938v1
mAP
26.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
BIOT(10-shot)
https://www.sciencedirect.com/science/article/pii/S2667295224000400
mAP
20.4
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
BIOT(5-shot)
https://www.sciencedirect.com/science/article/pii/S2667295224000400
mAP
18.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
Detic-FT
https://arxiv.org/abs/2201.02605v3
mAP
16.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
CDFormer(w/o FT)
https://arxiv.org/abs/2505.00938v1
mAP
16.7
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
Training-free(w/o FT)
https://arxiv.org/abs/2507.02798v1
mAP
16.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
ViTDeT-FT
https://arxiv.org/abs/2203.16527v2
mAP
15.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
DeFRCN
https://arxiv.org/abs/2108.09017v1
mAP
12.1
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
FSCE
https://arxiv.org/abs/2103.05950v2
mAP
12.0
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
TFA w/cos
https://arxiv.org/abs/2003.06957v1
mAP
11.8
16k > Object Detection > Few-Shot Object Detection > Cross-Domain Few-Shot Object Detection
UODD
Meta-RCNN
https://openreview.net/forum?id=B1xmOgrFPS
mAP
11.2