Transparent Object Detection on GDD (test)
0.275MTEL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TELPub.=CVPR22, Supervision type=point2023.05 | 0.275 | 0.571 | 0.501 | 0.495 | — | — | |
| SAMSupervision type=point2023.05 | 0.266 | 0.473 | 0.501 | 0.514 | — | — | |
| WSSAPub.=CVPR20, Supervision type=point2023.05 | 0.185 | 0.661 | 0.712 | 0.65 | — | — | |
| SAM-PSupervision type=point2023.05 | 0.177 | 0.687 | 0.73 | 0.668 | — | — | |
| SCWSPub.=AAAI21, Supervision type=point2023.05 | 0.172 | 0.706 | 0.738 | 0.673 | — | — | |
| SCODPub.=AAAI23, Supervision type=point2023.05 | 0.154 | 0.743 | 0.751 | 0.71 | — | — | |
| SCOD+Supervision type=point, Framework=WS-SAM2023.05 | 0.145 | 0.761 | 0.765 | 0.72 | — | — | |
| WS-SAM (Ours)Supervision type=point2023.05 | 0.089 | 0.839 | 0.841 | 0.764 | — | — | |
| EBLNet2026.02 | 0.064 | — | — | — | 0.87 | 0.922 | |
| RFENet2026.02 | 0.057 | — | — | — | 0.886 | 0.938 | |
| IEBAF2026.02 | 0.056 | — | — | — | 0.887 | 0.944 | |
| GhostingNet2026.02 | 0.054 | — | — | — | 0.893 | 0.943 | |
| RFENet+CurriSeg training protocol=true2026.02 | 0.052 | — | — | — | 0.893 | 0.952 | |
| RUN2026.02 | 0.051 | — | — | — | 0.895 | 0.952 | |
| RUN+CurriSeg training protocol=true2026.02 | 0.047 | — | — | — | 0.902 | 0.966 |