Dataset Preview
The full dataset viewer is not available (click to read why). Only showing a preview of the rows.
Job manager crashed while running this job (missing heartbeats).
Error code: JobManagerCrashedError
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
index int64 | image_id string | row int64 | truth list |
|---|---|---|---|
0 | 68_10_2466111888.jpg | 123 | [
17.3751621246,
78.4720230103
] |
1 | d0_d5_9171984294.jpg | 470 | [
40.7374610901,
-74.1704025269
] |
2 | 49_3c_891748465.jpg | 646 | [
5.421710968,
100.3000259399
] |
5 | b4_b8_12332017143.jpg | 948 | [
30.1684513092,
-97.4042892456
] |
6 | 1c_03_4063676370.jpg | 963 | [
45.4139671326,
-122.6633682251
] |
7 | 25_3b_2172652810.jpg | 1,188 | [
47.578956604,
10.7432546616
] |
8 | 1f_d0_13322754383.jpg | 1,364 | [
4.8864598274,
114.946975708
] |
9 | 8b_d9_6808527613.jpg | 1,936 | [
34.7206459045,
-86.5812988281
] |
10 | c0_fb_3416185321.jpg | 1,960 | [
35.6680641174,
-81.2225646973
] |
12 | e8_2d_4851678734.jpg | 2,022 | [
37.7526741028,
-122.4051437378
] |
13 | f4_2f_5394853048.jpg | 2,134 | [
-33.843711853,
151.2085876465
] |
14 | ee_90_5560668383.jpg | 2,208 | [
21.7204341888,
89.4470214844
] |
15 | e6_1a_8662887833.jpg | 2,374 | [
51.5026550293,
3.6203360558
] |
16 | 5f_bd_5603816028.jpg | 2,397 | [
61.2140731812,
-149.8926544189
] |
17 | a0_bc_3186822074.jpg | 2,470 | [
55.1450119019,
61.3926010132
] |
18 | a1_7d_9510667099.jpg | 2,646 | [
37.8003349304,
-122.4092330933
] |
19 | ec_65_219498738.jpg | 2,658 | [
40.1363983154,
-7.5009789467
] |
20 | 1d_7e_244645963.jpg | 2,812 | [
31.2280673981,
121.4545440674
] |
21 | 51_28_5067148512.jpg | 2,838 | [
-34.6185188293,
-58.4441757202
] |
22 | 3b_53_7985920477.jpg | 3,116 | [
38.7364616394,
-90.5598297119
] |
23 | 83_53_3671699542.jpg | 3,225 | [
55.4410896301,
13.0313301086
] |
24 | 13_62_2922645044.jpg | 3,273 | [
51.3813781738,
-2.3598930836
] |
25 | 08_a8_6541579117.jpg | 3,278 | [
42.6543006897,
-73.7730407715
] |
26 | e3_81_351926658.jpg | 3,372 | [
53.9906158447,
-1.1006920338
] |
27 | 09_24_4074013377.jpg | 3,622 | [
51.7501602173,
-1.2442229986
] |
28 | 14_a7_3370488623.jpg | 3,719 | [
52.4183998108,
0.3470990062
] |
29 | 1b_fb_61130474.jpg | 3,782 | [
37.3294906616,
-122.0298233032
] |
30 | 60_2d_70575214.jpg | 3,798 | [
27.9705257416,
-15.6133003235
] |
31 | 04_f9_3696028145.jpg | 4,005 | [
36.0007858276,
-112.0323944092
] |
32 | 80_ae_2942274084.jpg | 4,031 | [
43.0428352356,
-87.9100952148
] |
34 | 1c_e1_324174559.jpg | 4,260 | [
60.2890281677,
25.0431404114
] |
35 | 68_5c_3330971309.jpg | 4,265 | [
48.724899292,
2.2880311012
] |
36 | 51_c0_309372924.jpg | 4,278 | [
27.7060985565,
85.3148422241
] |
37 | b7_26_5843029687.jpg | 4,301 | [
40.46667099,
19.4897193909
] |
38 | 2b_c6_519956334.jpg | 4,327 | [
51.4135551453,
11.1063194275
] |
39 | 01_d5_5405959444.jpg | 4,346 | [
45.7596855164,
4.8281211853
] |
40 | cd_12_3768773999.jpg | 4,414 | [
26.3297405243,
50.0361709595
] |
41 | 6d_1b_657649762.jpg | 4,595 | [
32.6141738892,
-116.5950317383
] |
42 | 15_cc_8763644741.jpg | 4,718 | [
51.4761886597,
-0.374424994
] |
43 | 94_a5_2843261432.jpg | 4,741 | [
64.5565338135,
12.6653795242
] |
44 | 9a_3a_4271645853.jpg | 4,856 | [
37.7931671143,
-122.3981704712
] |
45 | 89_63_9004744956.jpg | 4,900 | [
37.2896003723,
-122.2124481201
] |
46 | 0d_3a_2299189826.jpg | 5,111 | [
33.5428085327,
-117.7854309082
] |
47 | 26_2b_9629609850.jpg | 5,512 | [
40.6909866333,
-74.0296554565
] |
48 | f4_74_13076601713.jpg | 5,552 | [
-36.862247467,
174.7595214844
] |
49 | fe_42_7035833963.jpg | 5,613 | [
50.872833252,
-0.6919999719
] |
50 | 9c_cd_10956733865.jpg | 5,695 | [
24.9761371613,
121.5428085327
] |
51 | a4_e2_291316692.jpg | 5,711 | [
34.8498764038,
114.3511962891
] |
52 | db_04_8916574475.jpg | 5,797 | [
44.0620613098,
15.5313549042
] |
53 | b2_70_3864304588.jpg | 5,853 | [
51.4547538757,
7.0154571533
] |
54 | 00_82_2723832383.jpg | 5,931 | [
44.9812812805,
-93.1703262329
] |
55 | 4b_31_9338248167.jpg | 6,005 | [
-6.9209518433,
107.6091766357
] |
56 | 90_da_8218589140.jpg | 6,113 | [
-36.9081764221,
174.7787475586
] |
57 | 06_4d_2692458172.jpg | 6,159 | [
-3.0602960587,
37.3734283447
] |
58 | 15_d8_2717859253.jpg | 6,163 | [
41.384021759,
2.1666240692
] |
60 | e4_0a_561539359.jpg | 6,386 | [
43.5191993713,
3.9128060341
] |
61 | 86_66_3025383728.jpg | 6,438 | [
42.7792739868,
141.3391113281
] |
62 | a8_aa_297552335.jpg | 6,537 | [
50.3574256897,
7.6043839455
] |
63 | 71_e5_5340699484.jpg | 6,553 | [
51.7502403259,
-0.3491159976
] |
66 | af_a4_4966942775.jpg | 7,070 | [
39.8296318054,
47.112121582
] |
67 | b4_5d_6361846355.jpg | 7,104 | [
48.8616104126,
-3.4503929615
] |
68 | 36_ee_4352873415.jpg | 7,142 | [
40.4242477417,
-3.7157170773
] |
69 | c8_81_2765880487.jpg | 7,220 | [
41.6801719666,
-84.554473877
] |
70 | 27_16_8249101220.jpg | 7,238 | [
-43.2194747925,
171.71534729
] |
71 | 34_ff_6940083365.jpg | 7,404 | [
47.6162872314,
-122.3523330688
] |
72 | ff_b3_920873197.jpg | 7,493 | [
35.0344924927,
135.7183074951
] |
73 | 6b_28_7605772006.jpg | 7,681 | [
-30.2086372375,
17.9416713715
] |
74 | d3_50_5031381478.jpg | 8,126 | [
45.8855018616,
10.8478326797
] |
75 | c4_4b_2804896343.jpg | 8,143 | [
41.3767356873,
2.1749329567
] |
76 | 90_4b_6268223759.jpg | 8,187 | [
-37.8142776489,
144.9756317139
] |
77 | 9d_be_1297086846.jpg | 8,293 | [
-0.2202620059,
-78.5149536133
] |
78 | 49_79_5541312007.jpg | 8,431 | [
18.472038269,
-77.9219055176
] |
80 | 9b_e2_5713198029.jpg | 8,802 | [
18.1385440826,
-94.1485290527
] |
82 | 1e_77_1389804706.jpg | 9,237 | [
4.5576019287,
100.8613586426
] |
83 | 27_02_4776544342.jpg | 9,320 | [
36.1183319092,
137.5938262939
] |
84 | 2f_78_1734855345.jpg | 9,371 | [
55.9488525391,
-3.1935610771
] |
85 | 24_45_3279871140.jpg | 9,377 | [
39.4702453613,
-0.3643079996
] |
86 | 63_91_2083011425.jpg | 9,533 | [
35.6750068665,
139.768661499
] |
87 | db_f0_8016060709.jpg | 9,641 | [
22.2941799164,
114.1575622559
] |
88 | 73_ef_6026606047.jpg | 9,766 | [
47.113079071,
15.3895788193
] |
89 | f5_0a_516823787.jpg | 9,803 | [
26.7150993347,
-80.0338516235
] |
90 | 80_29_462377405.jpg | 10,274 | [
12.5461006165,
-69.9760437012
] |
91 | 23_e8_5481929590.jpg | 10,336 | [
51.4625053406,
-0.9253720045
] |
92 | cd_da_3670975936.jpg | 10,357 | [
43.7458457947,
-79.4967269897
] |
94 | c8_0e_4717196247.jpg | 10,539 | [
37.7740707397,
-122.4373626709
] |
95 | 98_10_9705305971.jpg | 10,607 | [
37.4029998779,
-121.9753341675
] |
97 | c2_9b_2368381797.jpg | 10,786 | [
47.2800445557,
9.5405960083
] |
98 | 6b_d3_185494588.jpg | 10,936 | [
55.95911026,
-3.2149970531
] |
101 | b8_8b_7084019823.jpg | 11,262 | [
49.2145690918,
3.892250061
] |
102 | c4_6a_1182807378.jpg | 11,285 | [
31.9635944366,
118.6315689087
] |
103 | 87_75_150035910.jpg | 11,397 | [
44.7677307129,
-93.1993408203
] |
105 | 8e_e2_2081502510.jpg | 11,492 | [
53.5664138794,
9.993437767
] |
106 | ba_94_2280620709.jpg | 11,613 | [
32.0463523865,
76.6462860107
] |
107 | 8a_ee_3105217564.jpg | 11,631 | [
29.9295902252,
-90.0829086304
] |
108 | bb_74_6152342094.jpg | 11,646 | [
51.2370796204,
-0.5705100298
] |
109 | 1b_63_7203142370.jpg | 11,847 | [
15.2685003281,
120.1622009277
] |
110 | f9_64_11928942764.jpg | 11,866 | [
-0.9488999844,
-77.8635406494
] |
111 | 5a_64_12538165744.jpg | 11,881 | [
51.3369827271,
-0.1156010032
] |
113 | 70_f0_8168905446.jpg | 12,063 | [
61.5008277893,
23.7608528137
] |
114 | 62_9c_5141469913.jpg | 12,115 | [
46.8867721558,
7.3885450363
] |
End of preview.
im2gps3k and yfcc4k
Two standard image-geolocation test sets, packaged as zips.
| File | Contents |
|---|---|
im2gps3k.zip |
im2gps3k/im2gps3k_places365.csv (columns IMG_ID, AUTHOR, LAT, LON, ...; 2,997 rows) and im2gps3k/images/ (3,000 photos) |
yfcc4k.zip |
yfcc4k/yfcc4k.csv (columns IMG_ID, OwnerNSID, LAT, LON, ...; 4,536 rows), yfcc4k/yfcc4k.txt (raw YFCC100M metadata) and yfcc4k/images/ (4,536 photos) |
Unzip both into one directory to get the layout <root>/{im2gps3k,yfcc4k}/....
The author columns (AUTHOR, OwnerNSID) identify the Flickr photographer. Use them to exclude same-photographer
images from a retrieval gallery: yfcc4k shares photographers with MP16.
Other folders
mp16-embed/,osv5m-embed/: SigLIP2 (google/siglip2-giant-opt-patch16-384) gallery embeddings of MP16-Pro and OSV-5M with coordinates, as used by pinpoint-rl (SETUP.mddescribes the format).artifacts/: pinpoint-rl's experiment caches and results as of 2026-10-06 (600 files, 2.6 GB): candidate pools and neighbour caches, dev / val photo sets, comparator scores, Overture place labels for all 4.1M MP16 photos (place_labels/mp16.parquet, keyed by row ofmp16-embed), logs and result JSONs. Some files hold evaluation-only outputs of other models and Flickr photographer IDs. Download into the repo root withhf download kinghorton42/geo-benchmarks --repo-type dataset --include "artifacts/*" --local-dir .
Sources
- im2gps3k: Vo, Jacobs and Hays, "Revisiting IM2GPS in the Deep Learning Era", ICCV 2017. The
im2gps3k_places365.csvmetadata is the version distributed with GeoEstimation. - yfcc4k: the 4,536-photo subset of YFCC100M (Thomee et al., 2016) introduced by Vo et al. (ICCV 2017).
License
The photos come from Flickr and each one keeps its original license (mostly Creative Commons, per YFCC100M). This repo adds no rights of its own. It is meant for research evaluation; do not train on these test sets.
- Downloads last month
- 787