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|---|---|---|---|---|---|
Human Activity Recognition
|
HAR
|
LMSS
|
https://www.preprints.org/manuscript/202406.1528/v1
|
Accuracy
|
0.9952
|
Human Activity Recognition
|
HAR
|
LMSS
|
https://www.preprints.org/manuscript/202406.1528/v1
|
F1 Macro
|
0.9954
|
Human Activity Recognition
|
HAR
|
AFVF
|
https://arxiv.org/abs/2312.02185v1
|
Accuracy
|
0.9861
|
Human Activity Recognition
|
HAR
|
AFVF
|
https://arxiv.org/abs/2312.02185v1
|
Macro-F1
|
0.9865
|
Human Activity Recognition > Sports Activity Recognition
|
IM-SportingBehaviors
|
Mukhtasir-Khail-Net
|
https://ieeexplore.ieee.org/document/10740217
|
1:1 Accuracy
|
98.865%
|
Zero-Shot Image Classification
|
ODinW
|
GLIP (Tiny A)
|
https://arxiv.org/abs/2204.08790v6
|
Average Score
|
11.4
|
Zero-Shot Image Classification
|
ICinW
|
CLIP (ViT B-32)
|
https://arxiv.org/abs/2204.08790v6
|
Average Score
|
56.64
|
Zero-Shot Image Classification
|
Country211
|
OpenClip H/14 (34B)(Laion2B)
|
https://arxiv.org/abs/2212.07143v2
|
Top-1 accuracy
|
30.01
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-L)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
74.88
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-L)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
74.48
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
SigLIP SO/14 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
87.49
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
87.08
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy
|
86.77
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score
|
87.94
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Overall Score
|
87.13
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
86.41
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy
|
86.95
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score
|
88.27
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (World-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Overall Score
|
87.90
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Val3K)
|
SigLIP B/16 + PrefixedIter Decoder (FT6)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
76.50
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Val3K)
|
SigLIP B/16 + PrefixedIter Decoder (FT6)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy (mean of 3)
|
75.04
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Val3K)
|
SigLIP B/16 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
74.35
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Val3K)
|
SigLIP B/16 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy (mean of 3)
|
72.90
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy
|
77.05
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score
|
80.13
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Overall Score
|
79.02
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Top 1 Accuracy
|
77.10
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score
|
79.18
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
DFN-5B H/14-378 + PrefixedIter Decoder (FT0)
|
https://arxiv.org/abs/2407.11211v4
|
Overall Score
|
78.21
|
Zero-Shot Image Classification > Open Vocabulary Image Classification
|
OVIC Datasets (Wiki-H)
|
SigLIP B/16 + PrefixedIter Decoder (FT2)
|
https://arxiv.org/abs/2407.11211v4
|
Prediction Score (mean of 3)
|
72.03
|
Temperature Prediction Using Specklegrams
|
FSS Dataset
|
Prion-ViT
|
https://arxiv.org/abs/2411.05836v3
|
Average MAE
|
0.52
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
Street level (1 km)
|
18.79
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
City level (25 km)
|
45.05
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
Region level (200 km)
|
61.49
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
Country level (750 km)
|
76.31
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
Continent level (2500 km)
|
89.29
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoRanker
|
https://arxiv.org/abs/2505.13731v1
|
Training Images
|
100K
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
Street level (1 km)
|
16.65
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
City level (25 km)
|
40.94
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
Region level (200 km)
|
55.56
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
Country level (750 km)
|
71.24
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
Continent level (2500 km)
|
84.68
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
G3
|
https://arxiv.org/abs/2405.14702v2
|
Training Images
|
4.12M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
Street level (1 km)
|
14.1
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
City level (25 km)
|
34.5
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
Region level (200 km)
|
50.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
Country level (750 km)
|
69.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
Continent level (2500 km)
|
83.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoCLIP
|
https://arxiv.org/abs/2309.16020v2
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
Street level (1 km)
|
12.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
City level (25 km)
|
33.5
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
Region level (200 km)
|
45.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
Country level (750 km)
|
61.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
Continent level (2500 km)
|
76.1
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
GeoDecoder
|
https://arxiv.org/abs/2303.04249v1
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
Street level (1 km)
|
11.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
City level (25 km)
|
31.1
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
Region level (200 km)
|
46.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
Country level (750 km)
|
58.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
Continent level (2500 km)
|
80.1
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Translocator
|
https://arxiv.org/abs/2204.13861v2
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Street level (1 km)
|
11.3
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
City level (25 km)
|
36.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Region level (200 km)
|
53.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Country level (750 km)
|
72.4
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Continent level (2500 km)
|
85.3
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Training Images
|
4.5M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
PIGEOTTO
|
https://arxiv.org/abs/2307.05845v6
|
Median Error (km)
|
147.3
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Street level (1 km)
|
10.5
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
City level (25 km)
|
28.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Region level (200 km)
|
36.6
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Country level (750 km)
|
49.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Continent level (2500 km)
|
66.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
ISNs (M, f*, S3)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
Street level (1 km)
|
10.2
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
City level (25 km)
|
26.5
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
Region level (200 km)
|
34.6
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
Country level (750 km)
|
48.6
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
Continent level (2500 km)
|
64.4
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
CPlaNet (1-5, PlaNet)
|
http://arxiv.org/abs/1808.02130v1
|
Training Images
|
30.3M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Street level (1 km)
|
9.7
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
City level (25 km)
|
27.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Region level (200 km)
|
35.6
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Country level (750 km)
|
49.2
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Continent level (2500 km)
|
66.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (M, f*)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Street level (1 km)
|
8.3
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
City level (25 km)
|
24.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Region level (200 km)
|
34.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Country level (750 km)
|
48.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Continent level (2500 km)
|
65.8
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
base (L, m)
|
http://openaccess.thecvf.com/content_ECCV_2018/html/Eric_Muller-Budack_Geolocation_Estimation_of_ECCV_2018_paper.html
|
Training Images
|
4.7M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
Street level (1 km)
|
7.2
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
City level (25 km)
|
19.4
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
Region level (200 km)
|
26.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
Country level (750 km)
|
38.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
Continent level (2500 km)
|
55.9
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS (kNN, sigma = 4)
|
http://arxiv.org/abs/1705.04838v1
|
Training Images
|
6M
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS ([L] 7011C)
|
http://arxiv.org/abs/1705.04838v1
|
Street level (1 km)
|
4.0
|
4K 60Fps > Photo geolocation estimation
|
Im2GPS3k
|
Im2GPS ([L] 7011C)
|
http://arxiv.org/abs/1705.04838v1
|
City level (25 km)
|
14.8
|
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