PASCAL VOC 2012 test

아카이브 평가 60건 · 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
ACR-WSSS(DeepLabV2-ResNet101)	Mean IoU 70.9	All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation 2023-08-08	코드 1
EPS(DeepLabV2-ResNet101)	Mean IoU 70.8	Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation 2021-05-19	코드 1
URN(ScaleNet-101, no saliency, no RW)	Mean IoU 70.8	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
ICAM	Mean IoU 70.8	Importance Sampling CAMs for Weakly-Supervised Segmentation 2022-03-23	코드 1
DRS (DeepLabV2-R101)	Mean IoU 70.7	Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation 2021-03-12	코드 1
VWL-L	Mean IoU 70.7	Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling 2022-02-10	코드 1
ClusterCAM	Mean IoU 70.7	Clustering-Guided Class Activation for Weakly Supervised Semantic Segmentation 2024-01-05	코드 1
URN(ResNet-38, no saliency, no RW)	Mean IoU 70.6	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
AMN (DeepLabV2-ResNet101, MS-COCO-pretrained weights)	Mean IoU 70.6	Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds 2022-03-30	코드 1
RS+EPM (ResNet-50, single-stage)	Mean IoU 70.6	RecurSeed and EdgePredictMix: Pseudo-Label Refinement Learning for Weakly Supervised Semantic Segmentation across Single- and Multi-Stage Frameworks 2022-04-14	코드 1 · 코드 2
PMM(Res2Net101, no saliency, no RW)	Mean IoU 70.5	Pseudo-mask Matters in Weakly-supervised Semantic Segmentation 2021-08-30	코드 1 · 코드 2
VWL-M	Mean IoU 70.4	Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling 2022-02-10	코드 1
W-OoD (WResNet-38)	Mean IoU 70.1	Weakly Supervised Semantic Segmentation using Out-of-Distribution Data 2022-03-08	코드 1
RIB+Sal (DeepLabV2-ResNet101)	Mean IoU 70.0	Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation 2021-10-13	코드 1
URN(ResNet-101, no saliency, no RW)	Mean IoU 69.7	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
SIPE (DeepLabV2-ResNet101, no saliency)	Mean IoU 69.7	Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation 2022-03-06	코드 1
AMN (DeepLabV2-ResNet101)	Mean IoU 69.6	Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds 2022-03-30	코드 1
SLRNet	Mean IoU 69.4	Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation 2022-03-19	코드 1
WSGCN (MS-COCO-pre-trained weights)	Mean IoU 69.3	Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks 2021-03-31	코드 1
PMM(ResNet38, no saliency, no RW)	Mean IoU 69.0	Pseudo-mask Matters in Weakly-supervised Semantic Segmentation 2021-08-30	코드 1 · 코드 2
WSGCN (no Saliency map)	Mean IoU 68.8	Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks 2021-03-31	코드 1
RIB (DeepLabV2-ResNet101)	Mean IoU 68.6	Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation 2021-10-13	코드 1
GroupWSSS	Mean IoU 68.5	Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation 2020-12-09	코드 1
CPN	Mean IoU 68.5	Complementary Patch for Weakly Supervised Semantic Segmentation 2021-08-09	코드 1
Puzzle-CAM (ResNeSt-101)	Mean IoU 67.7	Puzzle-CAM: Improved localization via matching partial and full features 2021-01-27	코드 1 · 코드 2 · 코드 3 · 코드 4
SLRNet(1-stage,ResNet38)	Mean IoU 67.6	Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation 2022-03-19	코드 1
LIID	Mean IoU 67.5	Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation 2020-09-10	코드 1
SGAN	Mean IoU 67.2	Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation 2019-10-12	코드 1
IRNet (ResNet-50)	Mean IoU 64.8	Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations 2019-04-10	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
EADER	Mean IoU 63.8	Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation 2020-11-09	코드 1