Egocentric Hand-Object Segmentation on mini-HOI4D out-of-distribution (test)
74.7IoU (Left Hand)Segmenter
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SegmenterType=Transformer-based2026.02 | 74.7 | 85.58 | 22.38 | 58.67 | 60.33 | |
| CaRe-EgoType=Transformer-based2026.02 | 70.39 | 89.76 | 27.56 | 60.08 | 61.95 | |
| Mask2FormerType=Transformer-based2026.02 | 70.13 | 88.57 | 32.37 | 55.72 | 61.7 | |
| ANNEXEType=Large language model-based2026.02 | 68.06 | 85.13 | 40.93 | 57.36 | 62.87 | |
| InterFormerType=Transformer-based2026.02 | 66.44 | 87.07 | 46.3 | 64.48 | 66.07 | |
| MaskFormerType=Transformer-based2026.02 | 58.5 | 83.66 | 35.28 | 56.91 | 58.59 | |
| UperNetType=Convolution-based2026.02 | 54.82 | 84.43 | 20.34 | 29.34 | 47.23 | |
| Multi-UNetType=Convolution-based2026.02 | 52.15 | 83.64 | 25.7 | 41.6 | 42.36 | |
| SCTNetType=Transformer-based2026.02 | 35.83 | 66.29 | 17.72 | 20.98 | 35.21 | |
| SegformerType=Transformer-based2026.02 | 30.16 | 56.44 | 5.17 | 12.02 | 25.95 | |
| SeqType=Transformer-based2026.02 | 8.74 | 34.6 | 23.88 | 53.96 | 30.3 |