Open Vocabulary Semantic Segmentation on PascalVOC-20b
Metric: mIoU (higher is better)
Metric: mIoU (higher is better)
| # | Model↕ | mIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | UMG-CLIP-E/14 | 85.4 | No | UMG-CLIP: A Unified Multi-Granularity Vision Gen... | 2024-01-12 | Code |
| 2 | CAT-Seg | 82.5 | No | CAT-Seg: Cost Aggregation for Open-Vocabulary Se... | 2023-03-21 | Code |
| 3 | SILC | 82.5 | No | SILC: Improving Vision Language Pretraining with... | 2023-10-20 | - |
| 4 | FC-CLIP | 81.8 | No | Convolutions Die Hard: Open-Vocabulary Segmentat... | 2023-08-04 | Code |