Transparent Object Detection on GSD (test)
24.5M ScoreSAM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SAMSupervision type=point2023.05 | 24.5 | 51.2 | 53 | 55.1 | — | |
| TELPub.=CVPR22, Supervision type=point2023.05 | 23 | 64 | 58.6 | 53.6 | — | |
| WSSAPub.=CVPR20, Supervision type=point2023.05 | 17.3 | 65.2 | 71 | 61.6 | — | |
| SCWSPub.=AAAI21, Supervision type=point2023.05 | 17 | 63.1 | 70.2 | 61.3 | — | |
| SAM-PSupervision type=point2023.05 | 16.4 | 66.8 | 71.5 | 62.5 | — | |
| SCODPub.=AAAI23, Supervision type=point2023.05 | 14.6 | 80.1 | 77.8 | 72.3 | — | |
| SCOD+Supervision type=point, Framework=WS-SAM2023.05 | 12.9 | 81.8 | 79.6 | 73.2 | — | |
| WS-SAM (Ours)Supervision type=point2023.05 | 7.8 | 85.8 | 86.3 | 77.5 | — | |
| EBLNet2026.02 | 5.9 | 87.8 | — | — | 81.7 | |
| GhostingNet2026.02 | 5.5 | 90.4 | — | — | 83.8 | |
| IEBAF2026.02 | 4.9 | 92.6 | — | — | 86.1 | |
| RFENet2026.02 | 4.8 | 93.1 | — | — | 86.5 | |
| RFENet+CurriSeg training protocol=true2026.02 | 4.5 | 93.9 | — | — | 87.5 | |
| RUN2026.02 | 4.3 | 93.8 | — | — | 86.6 | |
| RUN+CurriSeg training protocol=true2026.02 | 3.9 | 94.5 | — | — | 87.8 |