Top Countries in Computer Vision and Pattern Recognition Research
China ranks first in 2022-now, followed by United States and United Kingdom, out of 66 ranked countries.
Quality score: the square root of excellence (the share of works in the world top 10% against what the place's own topics predict, on English-language articles and reviews) times the square root of the journal factor (its papers in the Nature Index's selective journals against what its topics predict), times output to the power 0.3 times breadth (how much of the selected area it works in) to the power 0.25. Floor: 100 fractional works in this field.
Ranked by research quality, 2022-now
| # | Country | Score | Top-10% rate | Works | Citations | All time |
|---|---|---|---|---|---|---|
| 1 |  China |
100.0 | 11.5% | 110k | 901k | #2 |
| 2 |  United States |
83.5 | 11.6% | 24k | 239k | #1 |
| 3 |  United Kingdom |
73.8 | 13.2% | 6.5k | 66k | #4 |
| 4 |  Germany |
66.9 | 9.4% | 6.9k | 63k | #3 |
| 5 |  Singapore |
61.6 | 20.2% | 2k | 34k | #5 |
| 6 |  Australia |
57.2 | 16.3% | 3.2k | 38k | #8 |
| 7 |  Switzerland |
53.6 | 14.7% | 1.3k | 16k | #6 |
| 8 |  South Korea |
50.4 | 10.2% | 7.3k | 56k | #10 |
| 9 |  Canada |
47.6 | 11.2% | 3.9k | 33k | #9 |
| 10 |  France |
45.0 | 6.4% | 4.5k | 26k | #7 |
| 11 |  Spain |
42.8 | 9.7% | 2.6k | 17k | #11 |
| 12 |  Italy |
40.7 | 11.3% | 4.3k | 31k | #13 |
| 13 |  Netherlands |
38.8 | 10.2% | 1.4k | 11k | #12 |
| 14 |  India |
37.0 | 5.5% | 32k | 133k | #16 |
| 15 |  Sweden |
35.4 | 11.9% | 967 | 9k | #17 |
| 16 |  Israel |
33.8 | 13.3% | 740 | 13k | #14 |
| 17 |  Japan |
32.4 | 4.4% | 7.5k | 27k | #19 |
| 18 |  Austria |
31.0 | 7.8% | 978 | 5.4k | #15 |
| 19 |  Finland |
29.7 | 12.2% | 665 | 6.2k | #21 |
| 20 |  Taiwan |
28.5 | 7.1% | 3.2k | 27k | #18 |
| 21 |  Denmark |
27.3 | 9.0% | 620 | 3.4k | #22 |
| 22 |  Norway |
26.2 | 10.0% | 728 | 4.7k | #25 |
| 23 |  Belgium |
25.2 | 10.1% | 769 | 5.5k | #20 |
| 24 |  Saudi Arabia |
24.1 | 20.2% | 1.9k | 21k | #23 |
| 25 |  New Zealand |
23.2 | 10.8% | 394 | 2.7k | #30 |
| 26 |  Poland |
22.2 | 7.3% | 1.5k | 8k | #31 |
| 27 |  Czechia |
21.3 | 7.3% | 717 | 3.8k | #26 |
| 28 |  Portugal |
20.5 | 8.7% | 1.1k | 6.1k | #24 |
| 29 |  Ireland |
19.6 | 9.0% | 559 | 4.3k | #27 |
| 30 |  United Arab Emirates |
18.8 | 14.5% | 908 | 11k | #32 |
| 31 |  Greece |
18.0 | 10.3% | 1.2k | 8.5k | #28 |
| 32 |  Brazil |
17.3 | 4.5% | 2.4k | 9k | #29 |
| 33 |  South Africa |
16.5 | 8.1% | 368 | 2.2k | #41 |
| 34 |  Bangladesh |
15.8 | 7.4% | 1.4k | 7.3k | #42 |
| 35 |  Türkiye |
15.1 | 8.4% | 3.1k | 18k | #37 |
| 36 |  Slovenia |
14.5 | 9.1% | 203 | 952 | #34 |
| 37 |  Hungary |
13.8 | 5.6% | 461 | 1.8k | #39 |
| 38 |  Vietnam |
13.2 | 5.3% | 1.7k | 6.2k | #43 |
| 39 |  Chile |
12.6 | 7.6% | 240 | 1.1k | #36 |
| 40 |  Thailand |
12.0 | 6.4% | 968 | 4k | #48 |
| 41 |  Mexico |
11.4 | 6.3% | 974 | 7.8k | #40 |
| 42 |  Iran |
10.8 | 9.8% | 1.8k | 12k | #45 |
| 43 |  Malaysia |
10.2 | 7.3% | 2.3k | 12k | #46 |
| 44 |  Pakistan |
9.7 | 14.6% | 1.6k | 15k | #44 |
| 45 |  Slovakia |
9.1 | 6.3% | 297 | 1.2k | #50 |
| 46 |  Croatia |
8.6 | 7.6% | 280 | 1.6k | #52 |
| 47 |  Russia |
8.1 | 3.3% | 2.5k | 7.5k | #47 |
| 48 |  Romania |
7.6 | 5.7% | 833 | 3.2k | #53 |
| 49 |  Egypt |
7.1 | 13.8% | 1.4k | 12k | #51 |
| 50 |  Ecuador |
6.6 | 6.0% | 228 | 897 | #55 |
| 51 |  Jordan |
6.2 | 14.6% | 444 | 3.9k | #60 |
| 52 |  Morocco |
5.7 | 7.1% | 975 | 4.8k | #61 |
| 53 |  Philippines |
5.2 | 2.2% | 519 | 1.3k | #56 |
| 54 |  Peru |
4.8 | 3.8% | 212 | 458 | #57 |
| 55 |  Colombia |
4.4 | 5.5% | 324 | 1.2k | #54 |
| 56 |  Ukraine |
3.9 | 2.5% | 774 | 1.5k | #64 |
| 57 |  Bulgaria |
3.5 | 2.9% | 338 | 686 | #68 |
| 58 |  Sri Lanka |
3.1 | 3.9% | 268 | 1k | #70 |
| 59 |  Serbia |
2.7 | 6.4% | 267 | 1.2k | #62 |
| 60 |  Tunisia |
2.3 | 6.7% | 658 | 3.4k | #65 |
| 61 |  Kazakhstan |
1.9 | 7.0% | 263 | 971 | #67 |
| 62 |  Algeria |
149.2 | 6.4% | 849 | 3.6k | #63 |
| 63 |  Indonesia |
111.0 | 2.3% | 4.2k | 8.1k | #66 |
| 64 |  Nepal |
73.4 | 4.0% | 304 | 620 | #69 |
| 65 |  Nigeria |
36.4 | 4.8% | 540 | 1.9k | #72 |
| 66 |  Iraq |
0.0 | 4.2% | 2.1k | 7.5k | #71 |
countries ranked worldwide in Computer Vision and Pattern Recognition (66). rank on the quality score within the stated pool. The score track runs 0 to 100; the rate track carries no average mark, because the average differs by field (about 6% in Dentistry, 21% in Economics).
How spread out this pool is
Every row above on one axis, one tick each. Right is a higher score. A field where the top few are far clear of everyone and one that runs down evenly look identical as a table.
One bar per band of score, counting the rows on this page.
Ranked by volume, 2022-now
- 1
China
125k works
- 2
India
37k works
- 3
United States
28k works
- 4
Japan
8.2k works
- 5
South Korea
8.2k works
- 6
Germany
7.7k works
- 7
United Kingdom
7.4k works
- 8
France
5k works
- 9
Italy
4.9k works
- 10
Indonesia
4.7k works
- 11
Canada
4.4k works
- 12 ?? 3.6k works