COCO 2014 val

아카이브 평가 39건 · 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.

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원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
DHR (Swin-L, Mask2Former)	mIoU 56.8	DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation 2024-03-30	코드 1
SemPLeS (Swin-L)	mIoU 56.1	Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation 2024-01-22	코드 1
WSSS-SAM(DeepLabV2-ResNet101)	mIoU 55.6	An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems 2023-05-02	코드 1
FMA-WSSS (Swin-L)	mIoU 55.4	Foundation Model Assisted Weakly Supervised Semantic Segmentation 2023-12-06	코드 1
CoSA (SWIN-B, multi-stage)	mIoU 53.7	Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation 2024-02-27	코드 1
CoSA (ViT-B, single-stage)	mIoU 51.1	Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation 2024-02-27	코드 1
WeakTr (ViT-S, multi-stage)	mIoU 50.3	WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation 2023-04-03	코드 1
MARS (ResNet-101, multi-stage)	mIoU 49.4	MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation 2023-04-19	코드 1
WeakTr (DeiT-S, multi-stage)	mIoU 46.9	WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation 2023-04-03	코드 1
RS+EPM (ResNet-101, multi-stage)	mIoU 46.4	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
T2MDiffusion(DeepLabV2-ResNet101)	mIoU 45.7	From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion Models 2023-09-08	코드 1
FBR	mIoU 45.6	Fine-grained Background Representation for Weakly Supervised Semantic Segmentation 2024-06-22	코드 1
CLIP-ES(DeepLabV2-ResNet101)	mIoU 45.4	CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation 2022-12-16	코드 1
ACR(DeeplabV1-ResNet38)	mIoU 45.3	Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor 2023-01-01	코드 1
BECO(DeepLabV3Plus+R101)	mIoU 45.1	Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation 2023-01-01	코드 1
ViT-PCM	mIoU 45.0	Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation 2022-10-31	코드 1
ACR-WSSS(DeepLabV2-ResNet101)	mIoU 45.0	All-pairs Consistency Learning for Weakly Supervised Semantic Segmentation 2023-08-08	코드 1
AMN (DeepLabV2-ResNet101)	mIoU 44.7	Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds 2022-03-30	코드 1
L2G (DeepLabV2-ResNet101)	mIoU 44.2	L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation 2022-04-07	코드 1
RIB (DeepLabV2-ResNet101, No Saliency)	mIoU 43.8	Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation 2021-10-13	코드 1
SIPE(ResNet-38, no saliency, no RW)	mIoU 43.6	Self-supervised Image-specific Prototype Exploration for Weakly Supervised Semantic Segmentation 2022-03-06	코드 1
RS+EPM (ResNet-50, single-stage)	mIoU 42.2	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
ClusterCAM	mIoU 41.8	Clustering-Guided Class Activation for Weakly Supervised Semantic Segmentation 2024-01-05	코드 1
URN(Res2Net-101, no saliency, no RW)	mIoU 41.5	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
URN(ScaleNet-101, no saliency, no RW)	mIoU 40.8	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
URN(ResNet-101, no saliency, no RW)	mIoU 40.7	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
URN(ResNet-38, no saliency, no RW)	mIoU 40.5	Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation 2021-12-14	코드 1
PMM(ScaleNet101, no saliency, no RW)	mIoU 40.2	Pseudo-mask Matters in Weakly-supervised Semantic Segmentation 2021-08-30	코드 1 · 코드 2
AFA	mIoU 38.9	Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers 2022-03-05	코드 1 · 코드 2
PMM(ResNet38, no saliency, no RW)	mIoU 36.7	Pseudo-mask Matters in Weakly-supervised Semantic Segmentation 2021-08-30	코드 1 · 코드 2