Visual Question Answering on ScanQA
88.77CIDErDVTIE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DVTIEPruning Ratio=90%2026.04 | 88.77 | 14.37 | |
| DVTIEPruning Ratio=65%2026.04 | 88.07 | 13.76 | |
| DVTIEPruning Ratio=35%2026.04 | 87.97 | 13.27 | |
| Fast3DPruning Ratio=65%2026.04 | 85.23 | 13 | |
| Fast3DPruning Ratio=35%2026.04 | 85.13 | 13.06 | |
| FastVPruning Ratio=65%2026.04 | 84.96 | 13.4 | |
| FastVPruning Ratio=35%2026.04 | 84.49 | 12.9 | |
| Baseline (Chat-Scene)Pruning Ratio=0%2026.04 | 84.23 | 13.57 | |
| Fast3DPruning Ratio=90%2026.04 | 84.04 | 13.42 | |
| ToMePruning Ratio=35%2026.04 | 83.46 | 13.39 | |
| ToMePruning Ratio=65%2026.04 | 83.28 | 13.03 | |
| Random PruningPruning Ratio=35%2026.04 | 81.61 | 12.75 | |
| Random PruningPruning Ratio=65%2026.04 | 76.42 | 12.28 | |
| Random PruningPruning Ratio=90%2026.04 | 67.94 | 10.65 | |
| ToMePruning Ratio=90%2026.04 | 67.03 | 10.51 | |
| FastVPruning Ratio=90%2026.04 | 65.28 | 10.31 |