RTAformer Addresses Relational Semantic Inertia in Video Scene Graphs

RTAformer uses a one-stage framework to separately model entity persistence and relation changes in video scene graph generation. By injecting calibrated differences between adjacent-frame relation queries, it prevents the model from incorrectly maintaining outdated relationships.