| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action classification | IKEA ASM | Frame Acc Top-152.91 | 11 | |
| Text-to-Image Retrieval | IKEA US early manuals | Recall@130.1 | 7 | |
| Image-to-Text Retrieval | IKEA US early manuals | Recall@126.8 | 7 | |
| Single-view 3D reconstruction | IKEA dataset (test) | Chair AP42.6 | 5 | |
| Voxel Prediction | IKEA | Bed Accuracy63.2 | 5 | |
| Structural Furniture Assembly | IKEA All categories | RMSE (Translation)0.0263 | 4 | |
| Structural Furniture Assembly | IKEA Desk category | RMSE (Translation)0.0255 | 4 | |
| Structural Furniture Assembly | IKEA Chair category | RMSE (Translation)0.0205 | 4 | |
| Structural Furniture Assembly | IKEA Bench category | RMSE (Translation)0.033 | 4 | |
| Machine Translation (English → French) | IKEA (test) | BLEU65.8 | 3 | |
| Machine Translation (English → German) | IKEA (test) | BLEU63.5 | 3 |