Semantic Segmentation on Synth4D (val)
81.31mIoUOESSL
Evaluation results
| Method | Links | |
|---|---|---|
| OESSLLabel regime=100%, Pre-training=ScanNet2024.04 | 81.31 | |
| MSCLabel regime=100%, Pre-training=ScanNet2024.04 | 81.05 | |
| STRLLabel regime=100%, Pre-training=ScanNet2024.04 | 80.95 | |
| From ScratchLabel regime=100%, Pre-training=None2024.04 | 80.5 | |
| DepthContrastLabel regime=100%, Pre-training=ScanNet2024.04 | 78.56 | |
| OESSLLabel regime=10%, Pre-training=ScanNet2024.04 | 77.04 | |
| MSCLabel regime=10%, Pre-training=ScanNet2024.04 | 75.53 | |
| From ScratchLabel regime=10%, Pre-training=None2024.04 | 74.35 | |
| OESSLLabel regime=1%, Pre-training=ScanNet2024.04 | 74.17 | |
| DepthContrastLabel regime=10%, Pre-training=ScanNet2024.04 | 74 | |
| STRLLabel regime=10%, Pre-training=ScanNet2024.04 | 73.8 | |
| DepthContrastLabel regime=1%, Pre-training=ScanNet2024.04 | 71.66 | |
| MSCLabel regime=1%, Pre-training=ScanNet2024.04 | 71.58 | |
| STRLLabel regime=1%, Pre-training=ScanNet2024.04 | 70.49 | |
| From ScratchLabel regime=1%, Pre-training=None2024.04 | 67.87 | |
| SealData Percentage=1%2023.06 | 64.5 | |
| SLidRData Percentage=1%2023.06 | 63.1 | |
| PPKTData Percentage=1%2023.06 | 61.1 | |
| OESSLLabel regime=0.1%, Pre-training=ScanNet2024.04 | 49.32 | |
| MSCLabel regime=0.1%, Pre-training=ScanNet2024.04 | 46.42 | |
| DepthContrastLabel regime=0.1%, Pre-training=ScanNet2024.04 | 46.23 | |
| STRLLabel regime=0.1%, Pre-training=ScanNet2024.04 | 38.27 | |
| RandomData Percentage=1%2023.06 | 20.22 | |
| From ScratchLabel regime=0.1%, Pre-training=None2024.04 | 20.17 |