paper-with-me

Trends

연도별 논문 구현 프레임워크 점유율 (%) — 원본 Papers with Code Trends 페이지 재현

Framework19511988199219931994199519971998199920002002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026
Caffe2 0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.4
0.8
1.9
1.2
0.9
0.5
0.2
0.1
0.0
0.0
0.0
0.0
0.0
0.0
JAX 0.0
0.0
0.0
0.0
0.0
0.0
100.0
0.0
0.0
0.0
0.0
0.0
28.6
0.0
0.0
0.0
25.0
33.3
0.0
2.3
3.1
1.8
0.3
0.7
0.6
0.5
0.7
0.8
1.4
2.6
3.2
4.1
4.5
5.0
0.0
MindSpore 100.0
100.0
50.0
0.0
0.0
100.0
0.0
0.0
66.7
0.0
0.0
0.0
0.0
0.0
12.5
0.0
0.0
0.0
0.0
25.0
12.2
5.9
7.5
5.1
6.4
5.0
3.9
4.8
3.4
3.9
3.1
1.5
0.9
0.1
0.0
MXNet 0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.4
0.8
0.6
1.3
1.1
1.1
0.9
0.4
0.1
0.1
0.0
0.0
0.0
0.0
PaddlePaddle 0.0
0.0
0.0
50.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
2.3
2.0
1.1
1.1
0.8
1.0
0.9
1.0
1.2
1.2
1.2
0.6
0.2
0.1
0.2
0.0
PyTorch 0.0
0.0
50.0
0.0
50.0
0.0
0.0
100.0
33.3
100.0
50.0
66.7
42.9
50.0
50.0
14.3
75.0
33.3
52.6
31.8
43.9
44.0
43.5
43.2
43.5
49.4
53.0
65.4
72.7
79.3
84.6
88.8
90.9
91.9
100.0
TensorFlow 0.0
0.0
0.0
50.0
50.0
0.0
0.0
0.0
0.0
0.0
50.0
33.3
28.6
50.0
37.5
85.7
0.0
33.3
47.4
36.4
37.8
43.8
43.9
45.2
43.1
40.8
39.9
26.7
20.8
12.8
8.4
5.3
3.6
2.7
0.0
Torch 0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
2.3
1.0
2.8
2.1
2.5
2.9
1.4
0.0
0.1
0.0
0.0
0.0
0.0
0.0
0.0
0.0

Rising Tasks 최근 8개월 논문 수 기준 급상승 task

Task추이최근 논문증가율
Type prediction 2026-03: 0편, 2026-04: 1편, 2026-05: 1편, 2026-06: 0편, 2026-07: 0편, 2026-08: 4편, 2026-09: 1편, 2026-10: 0편 5편 +150%
Beam Prediction 2026-03: 3편, 2026-04: 0편, 2026-05: 0편, 2026-06: 1편, 2026-07: 4편, 2026-08: 0편, 2026-09: 1편, 2026-10: 0편 5편 +25%
Handwriting Recognition 2026-03: 0편, 2026-04: 0편, 2026-05: 3편, 2026-06: 2편, 2026-07: 3편, 2026-08: 0편, 2026-09: 1편, 2026-10: 1편 5편 0%
Precipitation Forecasting 2026-03: 4편, 2026-04: 1편, 2026-05: 1편, 2026-06: 1편, 2026-07: 4편, 2026-08: 1편, 2026-09: 0편, 2026-10: 0편 5편 -29%
Explanation Generation 2026-03: 6편, 2026-04: 7편, 2026-05: 3편, 2026-06: 4편, 2026-07: 7편, 2026-08: 5편, 2026-09: 1편, 2026-10: 0편 13편 -35%
Video Prediction 2026-03: 5편, 2026-04: 3편, 2026-05: 11편, 2026-06: 9편, 2026-07: 7편, 2026-08: 7편, 2026-09: 3편, 2026-10: 1편 18편 -36%
Motion Forecasting 2026-03: 5편, 2026-04: 2편, 2026-05: 5편, 2026-06: 4편, 2026-07: 6편, 2026-08: 4편, 2026-09: 0편, 2026-10: 0편 10편 -38%
Emotional Intelligence 2026-03: 2편, 2026-04: 1편, 2026-05: 2편, 2026-06: 3편, 2026-07: 3편, 2026-08: 2편, 2026-09: 0편, 2026-10: 0편 5편 -38%
Multimodal Sentiment Analysis 2026-03: 2편, 2026-04: 4편, 2026-05: 2편, 2026-06: 2편, 2026-07: 2편, 2026-08: 4편, 2026-09: 0편, 2026-10: 0편 6편 -40%
Video Captioning 2026-03: 6편, 2026-04: 7편, 2026-05: 4편, 2026-06: 7편, 2026-07: 8편, 2026-08: 4편, 2026-09: 2편, 2026-10: 0편 14편 -42%
Activity Prediction 2026-03: 2편, 2026-04: 3편, 2026-05: 2편, 2026-06: 5편, 2026-07: 3편, 2026-08: 2편, 2026-09: 2편, 2026-10: 0편 7편 -42%
Long-Context Understanding 2026-03: 4편, 2026-04: 2편, 2026-05: 3편, 2026-06: 3편, 2026-07: 2편, 2026-08: 4편, 2026-09: 1편, 2026-10: 0편 7편 -42%
Physical Simulations 2026-03: 2편, 2026-04: 1편, 2026-05: 4편, 2026-06: 5편, 2026-07: 3편, 2026-08: 2편, 2026-09: 0편, 2026-10: 2편 7편 -42%
Text Retrieval 2026-03: 9편, 2026-04: 7편, 2026-05: 6편, 2026-06: 5편, 2026-07: 7편, 2026-08: 6편, 2026-09: 1편, 2026-10: 1편 15편 -44%
Audio Generation 2026-03: 8편, 2026-04: 6편, 2026-05: 11편, 2026-06: 6편, 2026-07: 3편, 2026-08: 6편, 2026-09: 6편, 2026-10: 2편 17편 -45%