Semantic Segmentation On Cc3M Tagmask
Metrics
mIoU
Results
Performance results of various models on this benchmark
Model Name | mIoU | Paper Title | Repository |
|---|---|---|---|
| TTD (TCL) | 65.5 | TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias | |
| MaskCLIP | 41.0 | Extract Free Dense Labels from CLIP | |
| TCL | 60.4 | Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs | |
| TTD (MaskCLIP) | 50.2 | TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias |
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