Semantic Segmentation on FLSMD (2% labeled)
62.32mIoUCTFS
Evaluation results
| Method | Links | |
|---|---|---|
| CTFSVenue=-, Encoder=DINOv2-S2026.03 | 62.32 | |
| UniMatch V2Venue=TPAMI’25, Encoder=DINOv2-S2026.03 | 57.24 | |
| Dual TeacherVenue=NIPS’23, Encoder=MiT-B22026.03 | 56.23 | |
| SemiVLVenue=ECCV’24, Encoder=RN-1012026.03 | 53.38 | |
| AELVenue=NIPS’21, Encoder=RN-1012026.03 | 52.7 | |
| Labeled OnlyVenue=-, Encoder=DINOv2-S2026.03 | 51.08 | |
| UniMatch V1Venue=CVPR’23, Encoder=RN-1012026.03 | 50.7 | |
| VCVenue=TPAMI’24, Encoder=RN-1012026.03 | 50.53 | |
| Beyond-PixelsVenue=ECCV’24, Encoder=RN-1012026.03 | 48.19 | |
| Labeled OnlyVenue=-, Encoder=RN-1012026.03 | 46.47 |