Papers with Code · CC BY-SA 4.0

UCF CC 50

아카이브 평가 22건 · 마지막 적재/변경 2026-10-30

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
APGCC	MAE 154.8 MSE 205.5	Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance 2024-05-17	코드 1
M-SFANet	MAE 162.33	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting 2020-03-12	코드 1 · 코드 2
GauNet (ResNet-50)	MAE 186.3	Rethinking Spatial Invariance of Convolutional Networks for Object Counting 2022-06-10	코드 1
DM-Count	MAE 211.0	Distribution Matching for Crowd Counting 2020-09-28	코드 1
CAN	MAE 212.2	Context-Aware Crowd Counting 2018-11-26	코드 1 · 코드 2 · 코드 3
SGANet + CL	MAE 221.9	Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss 2019-11-18	코드 1
SGANet	MAE 224.6	Crowd Counting via Segmentation Guided Attention Networks and Curriculum Loss 2019-11-18	코드 1
LSC-CNN	MAE 225.6	Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection 2019-06-18	코드 1 · 코드 2
SPANet	MAE 232.6	Learning Spatial Awareness to Improve Crowd Counting 2019-09-16	연결 없음
SANet	MAE 258.4	Scale Aggregation Network for Accurate and Efficient Crowd Counting 2018-09-01	코드 1
ic-CNN	MAE 260.9	Iterative Crowd Counting 2018-07-26	연결 없음
CSRNet	MAE 266.1	CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes 2018-02-27	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11
D-ConvNet	MAE 288.4	Crowd Counting With Deep Negative Correlation Learning 2018-06-01	코드 1
ACSCP	MAE 291.0	Crowd Counting via Adversarial Cross-Scale Consistency Pursuit 2018-06-01	코드 1
IG-CNN	MAE 291.4	Divide and Grow: Capturing Huge Diversity in Crowd Images with Incrementally Growing CNN 2018-07-26	연결 없음
CP-CNN	MAE 295.8	Generating High-Quality Crowd Density Maps using Contextual Pyramid CNNs 2017-08-02	연결 없음
Switch-CNN	MAE 318.1	Switching Convolutional Neural Network for Crowd Counting 2017-08-01	코드 1
Cascaded-MTL	MAE 322.8	CNN-based Cascaded Multi-task Learning of High-level Prior and Density Estimation for Crowd Counting 2017-07-30	코드 1
Liu et al.	MAE 337.6	Leveraging Unlabeled Data for Crowd Counting by Learning to Rank 2018-03-08	코드 1
MCNN	MAE 377.6	Single-Image Crowd Counting via Multi-Column Convolutional Neural Network 2016-01-01	코드 1 · 코드 2 · 코드 3 · 코드 4
Idrees et al.	MAE 419.5	Multi-source Multi-scale Counting in Extremely Dense Crowd Images 2013-06-01	연결 없음
Zhang et al.	MAE 467.0	Cross-Scene Crowd Counting via Deep Convolutional Neural Networks 2015-06-01	연결 없음