Exo-to-Ego object correspondence on Ego-Exo4D Correspondences v2 (test)
49.6IoUV2-SAM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| V2-SAMExpert Selection=Multi-Expert, Num. Param. (Total)=543.4, Num. Param. (Train)=15.32025.11 | 49.6 | 57.5 | 0.078 | |
| V2-SAMExpert Selection=Single-Expert, Num. Param. (Total)=531.3, Num. Param. (Train)=7.62025.11 | 47.3 | 55.2 | 0.092 | |
| O-MaMaNum. Param. (Total)=165.6, Num. Param. (Train)=11.62025.11 | 44.1 | 52.4 | 0.082 | |
| Ref-SAM*Num. Param. (Total)=224.8, Num. Param. (Train)=4.32025.11 | 42.2 | 50.2 | 0.096 | |
| ObjectRelatorNum. Param. (Total)=1587.3, Num. Param. (Train)=1587.32025.11 | 40.3 | 50 | 0.068 | |
| O-MaMaMode=k-NN, Num. Param. (Total)=154.0, Num. Param. (Train)=02025.11 | 30.9 | 37.3 | 0.127 | |
| XSegTxNum. Param. (Total)=12.1, Num. Param. (Train)=3.62025.11 | 27.1 | 35.8 | 0.104 | |
| XMem + XSegTxNum. Param. (Total)=75.6, Num. Param. (Train)=67.12025.11 | 25 | 23.7 | 0.117 | |
| XMemNum. Param. (Total)=62.2, Num. Param. (Train)=62.22025.11 | 16.6 | 24 | 0.16 | |
| CMXNum. Param. (Total)=138.0, Num. Param. (Train)=17.32025.11 | 12 | 17.7 | 0.166 | |
| PSALMZero-shot=true, Num. Param. (Total)=1587.1, Num. Param. (Train)=02025.11 | 2.1 | 5.8 | 0.294 |