Metric: Inductive Setting hIoU (higher is better)
| # | Model↕ | Inductive Setting hIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OTSeg+ | 41.5 | No | OTSeg: Multi-prompt Sinkhorn Attention for Zero-... | 2024-03-21 | Code |
| 2 | OTSeg | 41.4 | No | OTSeg: Multi-prompt Sinkhorn Attention for Zero-... | 2024-03-21 | Code |
| 3 | CLIP-RC | 41.2 | No | - | - | Code |
| 4 | ZegCLIP | 40.8 | No | ZegCLIP: Towards Adapting CLIP for Zero-shot Sem... | 2022-12-07 | Code |
| 5 | DeOP | 38.2 | No | Open-Vocabulary Semantic Segmentation with Decou... | 2023-04-03 | Code |
| 6 | zsseg | 36.3 | No | A Simple Baseline for Open-Vocabulary Semantic S... | 2021-12-29 | Code |
| 7 | ZegFormer | 33.2 | No | Decoupling Zero-Shot Semantic Segmentation | 2021-12-15 | Code |
| 8 | SIGN | 20.9 | No | SIGN: Spatial-information Incorporated Generativ... | 2021-08-27 | - |
| 9 | CaGNet | 18.2 | No | Context-aware Feature Generation for Zero-shot S... | 2020-08-16 | Code |
| 10 | ZS5 | 15 | No | Zero-Shot Semantic Segmentation | 2019-06-03 | Code |
| 11 | SPNet | 14 | No | - | - | Code |