Zero-Shot Semantic Segmentation on PASCAL VOC

Metric: Inductive Setting hIoU (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Inductive Setting hIoU▼	Extra Data	Paper	Date↕	Code
1	CLIP-RC	88.4	No	-	-	Code
2	OTSeg+	87.4	No	OTSeg: Multi-prompt Sinkhorn Attention for Zero-...	2024-03-21	Code
3	OTSeg	84.5	No	OTSeg: Multi-prompt Sinkhorn Attention for Zero-...	2024-03-21	Code
4	ZegCLIP	84.3	No	ZegCLIP: Towards Adapting CLIP for Zero-shot Sem...	2022-12-07	Code
5	DeOp	80.8	No	Open-Vocabulary Semantic Segmentation with Decou...	2023-04-03	Code
6	zsseg	77.5	No	A Simple Baseline for Open-Vocabulary Semantic S...	2021-12-29	Code
7	ZegFormer	73.3	No	Decoupling Zero-Shot Semantic Segmentation	2021-12-15	Code

#1CLIP-RC
88.4
Inductive Setting hIoU
No paperCode
#2OTSeg+SOTA
87.4
Inductive Setting hIoU· 2024-03-21
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation Code
#3OTSeg
84.5
Inductive Setting hIoU· 2024-03-21
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation Code
#4ZegCLIPSOTA
84.3
Inductive Setting hIoU· 2022-12-07
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Code
#5DeOp
80.8
Inductive Setting hIoU· 2023-04-03
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Code
#6zssegSOTA
77.5
Inductive Setting hIoU· 2021-12-29
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Code
#7ZegFormerSOTA
73.3
Inductive Setting hIoU· 2021-12-15
Decoupling Zero-Shot Semantic Segmentation Code