task_path
stringlengths
3
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stringlengths
1
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9.22k
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
Training-free
https://arxiv.org/abs/2507.02798v1
AP
36.8
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
CD-ViTO
https://arxiv.org/abs/2402.03094v4
AP
35.9
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
DE-ViT
https://arxiv.org/abs/2309.12969v4
AP
34
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
BIOT
https://www.sciencedirect.com/science/article/pii/S2667295224000400
AP
33.8
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
RISF (SWIN-Large)
https://arxiv.org/abs/2311.00278v1
AP
31.9
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
imTED+ViT-B
https://arxiv.org/abs/2205.09613v2
AP
30.2
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
DETReg-ft-full DDETR
https://arxiv.org/abs/2106.04550v5
AP
30
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
hANMCL
https://arxiv.org/abs/2208.07039v3
AP
25.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
RISF (Resnet-101)
https://arxiv.org/abs/2311.00278v1
AP
24.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
Meta-DETR (Multi-Scale Feature)
https://arxiv.org/abs/2103.11731v3
AP
22.9
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
DCFS
https://arxiv.org/abs/2505.14239v1
AP
22.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
DeFRCN
https://arxiv.org/abs/2108.09017v1
AP
22.6
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
Meta-DETR (Single-Scale Feature)
https://arxiv.org/abs/2103.11731v3
AP
21.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
imTED+ViT-S
https://arxiv.org/abs/2205.09613v2
AP
21.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
FsDetView + PSP
https://arxiv.org/abs/2109.07734v1
AP
17.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
FSCE
https://arxiv.org/abs/2103.05950v2
AP
15.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
FsDetView
https://arxiv.org/abs/2007.12107v2
AP
14.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
SSR-FSD
https://arxiv.org/abs/2103.01903v2
AP
14.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
MPSR
https://arxiv.org/abs/2007.09384v1
AP
14.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
TFA w/ cos
https://arxiv.org/abs/2003.06957v1
AP
13.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
TFA w/ fc
https://arxiv.org/abs/2003.06957v1
AP
13.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
Meta R-CNN
https://arxiv.org/abs/1909.13032v2
AP
12.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
MetaDet
http://openaccess.thecvf.com/content_ICCV_2019/html/Wang_Meta-Learning_to_Detect_Rare_Objects_ICCV_2019_paper.html
AP
11.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
FeatReweight
https://arxiv.org/abs/1812.01866v2
AP
9.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (30-shot)
LSTD (YOLO)
http://arxiv.org/abs/1803.01529v1
AP
6.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
Training-free
https://arxiv.org/abs/2507.02798v1
AP
36.6
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
CD-ViTO
https://arxiv.org/abs/2402.03094v4
AP
35.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
DE-ViT
https://arxiv.org/abs/2309.12969v4
AP
34.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
BIOT
https://www.sciencedirect.com/science/article/pii/S2667295224000400
AP
26.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
RISF (SWIN-Large)
https://arxiv.org/abs/2311.00278v1
AP
25.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
DETReg-ft-full DDETR
https://arxiv.org/abs/2106.04550v5
AP
25
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
imTED+ViT-B
https://arxiv.org/abs/2205.09613v2
AP
22.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
hANMCL
https://arxiv.org/abs/2208.07039v3
AP
22.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
RISF (Resnet-101)
https://arxiv.org/abs/2311.00278v1
AP
21.9
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
DCFS
https://arxiv.org/abs/2505.14239v1
AP
19.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
CFA-DeFRCN
https://arxiv.org/abs/2204.05220v1
AP
19.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
DAnA-FasterRCNN
https://arxiv.org/abs/2102.12152v3
AP
18.6
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
DeFRCN
https://arxiv.org/abs/2108.09017v1
AP
18.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
Meta-DETR (Multi-Scale Feature)
https://arxiv.org/abs/2103.11731v3
AP
17.8
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
Meta-DETR (Single-Scale Feature)
https://arxiv.org/abs/2103.11731v3
AP
16.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSRN (RetinaNet)
https://arxiv.org/abs/2210.05783v1
AP
15.8
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
CME
https://arxiv.org/abs/2103.04612v3
AP
15.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
imTED+ViT-S
https://arxiv.org/abs/2205.09613v2
AP
15.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSDetView + PSP
https://arxiv.org/abs/2109.07734v1
AP
13.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
PnP-FSOD + CT
https://arxiv.org/abs/2110.13377v2
AP
13.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSDetView
https://arxiv.org/abs/2007.12107v2
AP
12.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
PnP-FSOD
https://arxiv.org/abs/2110.13377v2
AP
12.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
SSR-FSD
https://arxiv.org/abs/2103.01903v2
AP
11.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSOD
https://arxiv.org/abs/1908.01998v4
AP
11.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSCE
https://arxiv.org/abs/2103.05950v2
AP
11.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
FSOD(Universal-Prototype)
https://arxiv.org/abs/2103.01077v2
AP
11.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
TFA(w/cos)
https://arxiv.org/abs/2003.06957v1
AP
10.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
TFA(w/fc)
https://arxiv.org/abs/2003.06957v1
AP
10.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
MPSR
https://arxiv.org/abs/2007.09384v1
AP
9.8
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
Meta R-CNN
http://openaccess.thecvf.com/content_ICCV_2019/html/Yan_Meta_R-CNN_Towards_General_Solver_for_Instance-Level_Low-Shot_Learning_ICCV_2019_paper.html
AP
8.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
MetaDet
http://openaccess.thecvf.com/content_ICCV_2019/html/Wang_Meta-Learning_to_Detect_Rare_Objects_ICCV_2019_paper.html
AP
7.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
MetaYOLO
https://arxiv.org/abs/1812.01866v2
AP
5.6
16k > Object Detection > Few-Shot Object Detection
MS-COCO (10-shot)
LSTD (YOLO)
http://arxiv.org/abs/1803.01529v1
AP
3.2
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
AP
47.55
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
AP50
63.1
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
AP75
51.15
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
APr
38.91
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
APc
47.47
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
best_single_model_val
null
APf
51.44
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
AP
39.05
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
AP50
54.79
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
AP75
42.14
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
APr
27.91
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
APc
39.25
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
htc
null
APf
43.73
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
AP
27.26
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
AP50
41.58
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
AP75
28.99
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
APr
19.47
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
APc
26.13
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Organizer Provided Baseline
null
APf
31.95
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
AP
25.8
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
AP50
39.76
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
AP75
27.53
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
APr
13.82
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
APc
25.51
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
null
null
APf
31.39
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Forest R-CNN
https://arxiv.org/abs/2008.05676v2
AP
23.2
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Forest R-CNN
https://arxiv.org/abs/2008.05676v2
APr
14.2
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Forest R-CNN
https://arxiv.org/abs/2008.05676v2
APc
22.7
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
Forest R-CNN
https://arxiv.org/abs/2008.05676v2
APf
27.7
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
AP
21.82
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
AP50
34.55
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
AP75
23.13
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
APr
9.49
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
APc
21.33
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
person
null
APf
27.78
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
AP
16.62
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
AP50
25.63
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
AP75
17.2
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
APr
5.33
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
APc
14.53
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 val
test balloon 6
null
APf
23.9
16k > Object Detection > Few-Shot Object Detection
CAMO-FS
FS-CDIS (MTFA+IMS 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+IMS 5-shot)
https://arxiv.org/abs/2304.07444v4
box AP
10.36