Scene Classification on SUN RGB-D 19-class (test)
59.5MCA (Fusion)CBCL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CBCLPretrained=Places3652026.06 | 59.5 | 48.8 | 37.3 | |
| Du et al. Aug.Pretrained=ImageNet2026.06 | 56.7 | 50.6 | 47.9 | |
| CoMAEPretrained=SUN RGB-D2026.06 | 55.2 | — | — | |
| LINet + prog. MDPretrained=ScanNet‡, Backbone=ResNet18 (LIConv2d)2026.06 | 49.6 | 39.2 | 38.4 | |
| Wang, A. et al.Pretrained=Places2026.06 | 48.1 | 40.4 | 36.5 | |
| LINet (no MD)Pretrained=ScanNet‡, Backbone=ResNet18 (LIConv2d)2026.06 | 48 | 36.5 | 37.2 | |
| LINet + prog. MDPretrained=No, Backbone=ResNet18 (LIConv2d)2026.06 | 45.2 | 33.7 | 35.7 | |
| LINet (no MD)Pretrained=No, Backbone=ResNet18 (LIConv2d)2026.06 | 43.5 | 15 | 14.4 | |
| ResNet18 late fusion baselinePretrained=No, Backbone=ResNet182026.06 | 41.7 | — | — | |
| SS-CNNPretrained=No2026.06 | 41.3 | 36.1 | — | |
| CoMAEPretrained=No, Backbone=ViT-B2026.06 | 40.5 | 27.5 | 38.6 | |
| ResNet18 early fusion baselinePretrained=No, Backbone=ResNet182026.06 | 39.7 | — | — | |
| ResNet18 baselinePretrained=No, Backbone=ResNet182026.06 | — | 36 | 37.4 |