3D Human-Object Interaction Generation on BEHAVE (test)
0.093FIDChainHOI + AIC
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ChainHOI + AICPost-processing=Affordance-guided Interaction Correction (AIC), Average Inference Time=1.06s, Hardware=RTX 30902025.03 | 0.093 | 44.4 | 62.3 | 72.2 | 0.072 | 0.099 | 5.8 | |
| ChainHOIAverage Inference Time=0.61s, Hardware=RTX 30902025.03 | 0.095 | 43.5 | 62.1 | 71.7 | 0.091 | 0.081 | 6.3 | |
| CHOIS*Hardware=RTX 30902025.03 | 0.157 | 30.1 | 48.8 | 60.6 | 0.187 | 0.086 | 11.8 | |
| InerDiffAverage Inference Time=16.5s, Hardware=RTX 30902025.03 | 0.17 | 31 | 48 | 59.9 | 0.191 | 0.078 | 6.9 | |
| MDMFine-tuning=true, Average Inference Time=5.31s, Hardware=RTX 30902025.03 | 0.246 | 22.3 | 37.8 | 48.8 | — | — | — | |
| MDM*Average Inference Time=5.34s, Hardware=RTX 30902025.03 | 0.257 | 22 | 35.5 | 45.1 | 0.458 | 0.095 | 9.8 | |
| PriorMDM*Average Inference Time=38.4s, Hardware=RTX 30902025.03 | 0.328 | 24.3 | 32.9 | 38.5 | 0.215 | 0.116 | 6.6 | |
| HOI-Diff + AICPost-processing=Affordance-guided Interaction Correction (AIC), Average Inference Time=5.97s, Hardware=RTX 30902025.03 | 0.437 | 31.2 | 46.7 | 56.3 | 0.101 | 0.081 | 9.8 | |
| HOI-DiffAverage Inference Time=3.61s, Hardware=RTX 30902025.03 | 0.457 | 29.5 | 44.1 | 53.9 | 0.148 | 0.102 | 12.5 |