Semantic Segmentation on DDD17-Seg v1 (test)
63mIoUOpenESS
Evaluation results
| Method | Links | |
|---|---|---|
| OpenESSBackbone=E2VID, Protocol=Full2026.03 | 63 | |
| ScaleEventBackbone=ViT-B/16, Protocol=Full2026.03 | 62.81 | |
| ScaleEventBackbone=ViT-B/16, Protocol=20%2026.03 | 62.06 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=Full2026.03 | 62.01 | |
| OpenESSBackbone=E2VID, Protocol=20%2026.03 | 61.78 | |
| ScaleEventBackbone=ViT-B/16, Protocol=10%2026.03 | 61.45 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=Full2026.03 | 61.27 | |
| OpenESSBackbone=E2VID, Protocol=10%2026.03 | 61.03 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=20%2026.03 | 60.85 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=10%2026.03 | 60.05 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=20%2026.03 | 59.97 | |
| ScaleEventBackbone=ViT-B/16, Protocol=5%2026.03 | 59.54 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=10%2026.03 | 59.32 | |
| OpenESSBackbone=E2VID, Protocol=5%2026.03 | 59.07 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=5%2026.03 | 58.5 | |
| ScaleEventBackbone=ViT-B/16, Protocol=LP2026.03 | 57.87 | |
| OpenESSBackbone=E2VID, Protocol=1%2026.03 | 57.58 | |
| ScaleEventBackbone=ViT-B/16, Protocol=1%2026.03 | 57.23 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=1%2026.03 | 56.38 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=5%2026.03 | 56.27 | |
| OpenESSBackbone=E2VID, Protocol=LP2026.03 | 55.61 | |
| FC-CLIPBackbone=ConvNeXt-L, Protocol=LP2026.03 | 54.07 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=1%2026.03 | 53.91 | |
| MaskCLIPBackbone=ViT-B/16, Protocol=LP2026.03 | 31.91 |