Metric: Inductive Setting hIoU (higher is better)
| # | 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 |