Visual Spatial Description on VSD v2 (test)
26.4BLEU-43DVSD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| 3DVSDcategory=VL-PTMs + 3D scene features2023.05 | 26.4 | 26.87 | 55.76 | 272.93 | 46.97 | |
| VLBart-e2ecategory=VL-PTMs + VSRC, paradigm=end-to-end (e2e), backbone=VL-Bart2023.05 | 24.71 | 24.41 | 54.22 | 258.18 | 45.79 | |
| OFAcategory=VL-PTMs2023.05 | 24.53 | 24.93 | 54.27 | 257.29 | 45.63 | |
| VLT5-e2ecategory=VL-PTMs + VSRC, paradigm=end-to-end (e2e), backbone=VL-T52023.05 | 24.47 | 24.5 | 54.52 | 261.7 | 46.07 | |
| VLBart-pplcategory=VL-PTMs + VSRC, paradigm=pipeline (ppl), backbone=VL-Bart2023.05 | 24.44 | 24.08 | 53.8 | 256.52 | 45.16 | |
| VL-T5category=VL-PTMs2023.05 | 23.83 | 24.26 | 53.51 | 255.51 | 46.86 | |
| VLT5-pplcategory=VL-PTMs + VSRC, paradigm=pipeline (ppl), backbone=VL-T52023.05 | 23.79 | 24.49 | 54.49 | 256.7 | 46.04 | |
| VL-Bartcategory=VL-PTMs2023.05 | 23.78 | 24.83 | 48.49 | 253.26 | 45.04 | |
| Oscarcategory=VL-PTMs2023.05 | 20.9 | 23.83 | 50.96 | 221.61 | 44.12 |