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9.22k
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
Average MAE
0.095
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
S-Measure
0.726
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
max E-measure
0.832
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
Average MAE
0.129
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
S-Measure
0.612
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
max E-measure
0.743
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
ViSal
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
Average MAE
0.170
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
S-Measure
0.661
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
max E-measure
0.723
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
Average MAE
0.117
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
S-Measure
0.649
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
max E-measure
0.698
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
Average MAE
0.132
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
S-Measure
0.638
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
max E-measure
0.700
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
Average MAE
0.126
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
S-Measure
0.597
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
max E-measure
0.665
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
Average MAE
0.127
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
S-Measure
0.543
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
max E-measure
0.616
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
Average MAE
0.198
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
S-Measure
0.506
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
max E-measure
0.552
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
Average MAE
0.261
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
S-Measure
0.503
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
max E-measure
0.616
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
TIMP
http://openaccess.thecvf.com/content_cvpr_2014/html/Zhou_Time-Mapping_Using_Space-Time_2014_CVPR_paper.html
Average MAE
0.245
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
S-Measure
0.496
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
max E-measure
0.573
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
DAVSOD-Normal25
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
Average MAE
0.251
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
S-Measure
0.856
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
MAX E-MEASURE
0.911
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
PDB
http://openaccess.thecvf.com/content_ECCV_2018/html/Hongmei_Song_Pseudo_Pyramid_Deeper_ECCV_2018_paper.html
AVERAGE MAE
0.021
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
S-Measure
0.819
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
MAX E-MEASURE
0.889
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
MAX F-MEASURE
0.773
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SSAV
http://openaccess.thecvf.com/content_CVPR_2019/html/Fan_Shifting_More_Attention_to_Video_Salient_Object_Detection_CVPR_2019_paper.html
AVERAGE MAE
0.026
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
S-Measure
0.755
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
MAX E-MEASURE
0.858
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
MAX F-MEASURE
0.698
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MBNM
http://openaccess.thecvf.com/content_ECCV_2018/html/Siyang_Li_Unsupervised_Video_Object_ECCV_2018_paper.html
AVERAGE MAE
0.119
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
S-Measure
0.709
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
MAX E-MEASURE
0.817
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
MAX F-MEASURE
0.625
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
FGRN
http://openaccess.thecvf.com/content_cvpr_2018/html/Li_Flow_Guided_Recurrent_CVPR_2018_paper.html
AVERAGE MAE
0.044
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
S-Measure
0.700
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
MAX E-MEASURE
0.838
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MSTM
http://openaccess.thecvf.com/content_cvpr_2016/html/Tu_Real-Time_Salient_Object_CVPR_2016_paper.html
AVERAGE MAE
0.078
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
TIMP
https://arxiv.org/abs/1907.11315v1
S-Measure
0.642
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
TIMP
https://arxiv.org/abs/1907.11315v1
MAX E-MEASURE
0.760
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
TIMP
https://arxiv.org/abs/1907.11315v1
AVERAGE MAE
0.113
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
S-Measure
0.615
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
MAX E-MEASURE
0.745
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
SAGM
http://openaccess.thecvf.com/content_cvpr_2015/html/Wang_Saliency-Aware_Geodesic_Video_2015_CVPR_paper.html
AVERAGE MAE
0.136
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
S-Measure
0.539
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
MAX E-MEASURE
0.733
16k > Object Detection > RGB Salient Object Detection > Video Salient Object Detection
MCL
MB+M
http://openaccess.thecvf.com/content_iccv_2015/html/Zhang_Minimum_Barrier_Salient_ICCV_2015_paper.html
AVERAGE MAE
0.178
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
Training-free
https://arxiv.org/abs/2507.02798v1
AP
26.5
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
hANMCL
https://arxiv.org/abs/2208.07039v3
AP
13.4
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
UniFS
https://arxiv.org/abs/2404.19401v3
AP
12.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
RISF
https://arxiv.org/abs/2311.00278v1
AP
11.7
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
DCFS
https://arxiv.org/abs/2505.14239v1
AP
10.0
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
DeFRCN
https://arxiv.org/abs/2108.09017v1
AP
9.3
16k > Object Detection > Few-Shot Object Detection
MS-COCO (1-shot)
DCFS
https://arxiv.org/abs/2505.14239v1
AP
8.1
16k > Object Detection > Few-Shot Object Detection
MS-COCO (5-shot)
UniFS
https://arxiv.org/abs/2404.19401v3
AP
18.2
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
AP
48.58
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
AP50
64.14
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
AP75
51.74
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
APr
42.52
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
APc
47.91
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
TestConsistency
null
APf
52.07
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
AP
39.67
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
AP50
53.97
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
AP75
42.32
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
APr
33.68
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
APc
39.32
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
ps4
null
APf
42.77
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
AP
37.72
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
AP50
52.58
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
AP75
40.64
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
APr
25.18
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
APc
38.23
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Asynchronous SSL
null
APf
42.8
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
AP
35.84
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
AP50
49.3
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
AP75
38.4
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
APr
24.05
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
APc
34.49
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
CenterNet2
null
APf
42.69
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
AP
26.86
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
AP50
40.92
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
AP75
28.6
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
APr
20.41
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
APc
24.9
16k > Object Detection > Few-Shot Object Detection
LVIS v1.0 test-dev
Organizer Provided Baseline
null
APf
31.97
16k > Object Detection > Few-Shot Object Detection
COCO 2017
DETReg (ours)
https://arxiv.org/abs/2106.04550v5
AP
30
16k > Object Detection > Few-Shot Object Detection
ODinW-35
Grounding DINO 1.5 Pro
https://arxiv.org/abs/2405.10300v2
Average Score
54.7
16k > Object Detection > Few-Shot Object Detection
ODinW-35
MQ-GLIP-T
https://arxiv.org/abs/2305.18980v2
Average Score
43
16k > Object Detection > Few-Shot Object Detection
ODinW-35
GLIP-T
https://arxiv.org/abs/2112.03857v2
Average Score
38.9