Text-to-Interaction Motion Generation on InterHuman (test)
0.675Interaction AlignmentFinetuned
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Finetuned2025.04 | 0.675 | 0.184 | 0.289 | — | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=in2IN [39], Type=Temporal2025.04 | 0.672 | 0.15 | 0.245 | 0.002 | |
| Diff.BlendingM^A (Individual Model)=in2IN, M^I (Interaction Model)=in2IN2025.04 | 0.577 | 0.137 | 0.221 | — | |
| DualMDMM^A (Individual Model)=in2IN, M^I (Interaction Model)=in2IN2025.04 | 0.574 | 0.134 | 0.217 | — | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=in2IN [39], Type=Global2025.04 | 0.521 | 0.228 | 0.317 | 0.004 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=MDM [48], Type=Spatial2025.04 | 0.505 | 0.161 | 0.244 | 0.222 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=MDM [48], Type=Spatial2025.04 | 0.49 | 0.196 | 0.28 | 0.125 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=MDM [48], Type=Spatio-Temporal2025.04 | 0.489 | 0.172 | 0.254 | 0.03 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=MDM [48], Type=Global2025.04 | 0.458 | 0.172 | 0.25 | 0 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=MDM [48], Type=Temporal2025.04 | 0.438 | 0.181 | 0.256 | 0.022 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=MDM [48], Type=Global2025.04 | 0.416 | 0.18 | 0.251 | 0.001 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=in2IN [39], Type=Spatio-Temporal2025.04 | 0.406 | 0.286 | 0.335 | 0.112 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=in2IN [39], Type=Spatial2025.04 | 0.391 | 0.257 | 0.31 | 0.015 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=MDM [48], Type=Temporal2025.04 | 0.391 | 0.203 | 0.267 | 0.059 | |
| MixerMDMM^A (Individual Model)=in2IN [39], M^I (Interaction Model)=MDM [48], Type=Spatio-Temporal2025.04 | 0.385 | 0.23 | 0.288 | 0.107 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=in2IN [39], Type=Global2025.04 | 0.38 | 0.272 | 0.317 | 0.004 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=in2IN [39], Type=Temporal2025.04 | 0.328 | 0.297 | 0.312 | 0.02 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=in2IN [39], Type=Spatio-Temporal2025.04 | 0.276 | 0.313 | 0.293 | 0.013 | |
| MixerMDMM^A (Individual Model)=InterGen [27], M^I (Interaction Model)=in2IN [39], Type=Spatial2025.04 | 0.266 | 0.281 | 0.273 | 0.004 |