OpenCodePapers

zero-shot-semantic-segmentation-on-coco-stuff

Zero-Shot Semantic Segmentation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeTransductive Setting hIoUInductive Setting hIoUModelNameReleaseDate
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation✓ Link49.841.5OTSeg+2024-03-21
Exploring Regional Clues in CLIP for Zero-Shot Semantic Segmentation✓ Link49.741.2CLIP-RC2024-01-01
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation✓ Link49.541.4OTSeg2024-03-21
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation✓ Link48.540.8ZegCLIP2022-12-07
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation45.5-MVP-SEG+2023-04-14
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation45.3-FreeSeg2022-09-27
Extract Free Dense Labels from CLIP✓ Link45.0-MaskCLIP+2021-12-02
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model✓ Link41.536.3zsseg2021-12-29
A Closer Look at Self-training for Zero-Label Semantic Segmentation✓ Link34.8-STRICT2021-04-21
Semantic Projection Network for Zero- and Few-Label Semantic Segmentation✓ Link30.314.0SPNet2019-06-01
Context-aware Feature Generation for Zero-shot Semantic Segmentation✓ Link19.518.2CaGNet2020-08-16
Zero-Shot Semantic Segmentation✓ Link16.215.0ZS52019-06-03
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network✓ Link-38.2DeOP2023-04-03
Decoupling Zero-Shot Semantic Segmentation✓ Link-33.2ZegFormer2021-12-15
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation-20.9SIGN2021-08-27
Check out how to contribute new results.