Metric: Transductive Setting hIoU (higher is better)
| # | Model↕ | Transductive Setting hIoU▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OTSeg+ | 49.8 | No | OTSeg: Multi-prompt Sinkhorn Attention for Zero-... | 2024-03-21 | Code |
| 2 | CLIP-RC | 49.7 | No | - | - | Code |
| 3 | OTSeg | 49.5 | No | OTSeg: Multi-prompt Sinkhorn Attention for Zero-... | 2024-03-21 | Code |
| 4 | ZegCLIP | 48.5 | No | ZegCLIP: Towards Adapting CLIP for Zero-shot Sem... | 2022-12-07 | Code |
| 5 | MVP-SEG+ | 45.5 | No | MVP-SEG: Multi-View Prompt Learning for Open-Voc... | 2023-04-14 | - |
| 6 | FreeSeg | 45.3 | No | FreeSeg: Free Mask from Interpretable Contrastiv... | 2022-09-27 | - |
| 7 | MaskCLIP+ | 45 | No | Extract Free Dense Labels from CLIP | 2021-12-02 | Code |
| 8 | zsseg | 41.5 | No | A Simple Baseline for Open-Vocabulary Semantic S... | 2021-12-29 | Code |
| 9 | STRICT | 34.8 | No | A Closer Look at Self-training for Zero-Label Se... | 2021-04-21 | Code |
| 10 | SPNet | 30.3 | No | - | - | Code |
| 11 | CaGNet | 19.5 | No | Context-aware Feature Generation for Zero-shot S... | 2020-08-16 | Code |
| 12 | ZS5 | 16.2 | No | Zero-Shot Semantic Segmentation | 2019-06-03 | Code |