Event-based Semantic Segmentation on DSEC-Semantic (test)
90.21AccuracyOpenESS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OpenESSLearning Setting=Open-Vocabulary ESS, Venue=Ours2024.05 | 90.21 | 57.21 | |
| FC-CLIPLearning Setting=Open-Vocabulary ESS, Venue=NeurIPS'232024.05 | 89.97 | 55.67 | |
| MaskCLIPLearning Setting=Open-Vocabulary ESS, Venue=ECCV'222024.05 | 89.81 | 55.01 | |
| HMNet-LLearning Setting=Fully-Supervised ESS, Venue=CVPR'232024.05 | 89.8 | 55 | |
| ESS-SupLearning Setting=Fully-Supervised ESS, Venue=ECCV'222024.05 | 89.37 | 53.29 | |
| HALSIELearning Setting=Fully-Supervised ESS, Venue=WACV'242024.05 | 89.01 | 52.43 | |
| HMNet-BLearning Setting=Fully-Supervised ESS, Venue=CVPR'232024.05 | 88.7 | 51.2 | |
| Ev-SegNetLearning Setting=Fully-Supervised ESS, Venue=CVPRW'192024.05 | 88.61 | 51.76 | |
| OpenESSLearning Setting=Annotation-Free ESS, Venue=Ours2024.05 | 86.18 | 43.31 | |
| ESSLearning Setting=Fully-Supervised ESS, Venue=ECCV'222024.05 | 84.17 | 45.38 | |
| E2VIDLearning Setting=Fully-Supervised ESS, Venue=TPAMI'192024.05 | 80.06 | 44.08 | |
| FC-CLIPLearning Setting=Annotation-Free ESS, Venue=NeurIPS'232024.05 | 79.2 | 39.42 | |
| EV-TransferLearning Setting=Fully-Supervised ESS, Venue=RA-L'222024.05 | 63 | 24.37 | |
| MaskCLIPLearning Setting=Annotation-Free ESS, Venue=ECCV'222024.05 | 58.96 | 21.97 |