3D Scene Generation on SG-FRONT (test)
100Left/Right AccuracyEchoLayout
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| EchoLayoutShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 100 | 99 | 95 | 96 | — | 67 | |
| Graph-to-3DGraph Modality=Text2026.02 | 98 | 99 | 97 | 95 | 74 | 57 | |
| CommonScenesGraph Modality=Text2026.02 | 98 | 100 | 97 | 95 | 77 | 60 | |
| EchoSceneGraph Modality=Text2026.02 | 98 | 99 | 96 | 96 | 74 | 55 | |
| MMGDreamerGraph Modality=Text, Image2026.02 | 98 | 99 | 97 | 96 | 76 | 62 | |
| SceneLinkerGraph Modality=Text2026.02 | 98 | 99 | 97 | 97 | 82 | 71 | |
| Graph-to-BoxShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 98 | 99 | 96 | 95 | — | 45 | |
| CommonLayoutShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 98 | 99 | 97 | 95 | — | 63 | |
| SceneLinkerShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 98 | 99 | 97 | 96 | — | 58 | |
| 3D-SLNShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 97 | 99 | 95 | 91 | — | 47 | |
| ProgressiveShape Representation=Retrieval in Database, Category=Retrieval-based2026.02 | 97 | 99 | 95 | 82 | — | 46 |