📊 Showing 5 results | 📏 Metric: mIoU
Rank | Model | Paper | mIoU | Date | Code |
---|---|---|---|---|---|
1 | FC-CLIP | Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP | 56.20 | 2023-08-04 | 📦 bytedance/fc-clip |
2 | SimSeg | A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | 34.50 | 2021-12-29 | 📦 mendelxu/zsseg.baseline 📦 openrobotlab/ov_parts |
3 | TTD (TCL) | TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias | 32.00 | 2024-03-30 | 📦 shjo-april/TTD |
4 | CLIP Surgery (CLIP without any fine-tuning) | A Closer Look at the Explainability of Contrastive Language-Image Pre-training | 31.40 | 2023-04-12 | 📦 xmed-lab/clip_surgery 📦 xmed-lab/clipn |
5 | TTD (MaskCLIP) | TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias | 27.00 | 2024-03-30 | 📦 shjo-april/TTD |