XR-SceneCaption on XR-Scene 1.0 (test)
4.59CIDErLSceneLLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LSceneLLMEvaluation Protocol=Finetuning2024.12 | 4.59 | 23.43 | 16.16 | |
| Chat-SceneEvaluation Protocol=Finetuning, Input Modalities=Images and Point Clouds2024.12 | 3.58 | 17.49 | 11.59 | |
| Ll3daEvaluation Protocol=Finetuning2024.12 | 3.22 | 20.95 | 13.49 | |
| LeoEvaluation Protocol=Finetuning, Object Identification=No2024.12 | 2.42 | 15.96 | 10.25 | |
| Ll3daEvaluation Protocol=Zero-Shot2024.12 | 0.12 | 8.71 | 5.14 | |
| LeoEvaluation Protocol=Zero-Shot, Object Identification=No2024.12 | 0.02 | 1.92 | 2.92 | |
| Chat-SceneEvaluation Protocol=Zero-Shot, Input Modalities=Images and Point Clouds2024.12 | 0.01 | 5.94 | 1.52 |