Unsupervised Multi-Source Domain Adaptation on Office-Caltech10
99.7Accuracy (Amazon)Oracle
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Oracle2025.10 | 99.7 | 98.4 | 99.8 | 99.7 | 99.4 | |
| MDAN2025.10 | 98.9 | 98.6 | 91.8 | 95.4 | 96.1 | |
| DANE2025.10 | 97.4 | 97.3 | 100 | 100 | 98.7 | |
| KD3A2025.10 | 97.4 | 96.4 | 98.4 | 99.7 | 97.9 | |
| GALA2025.10 | 96.5 | 95 | 100 | 99.8 | 97.8 | |
| SHOT2025.10 | 96.4 | 96.2 | 98.5 | 99.7 | 97.7 | |
| FACT2025.10 | 96.3 | 95.5 | 99.4 | 99 | 97.6 | |
| CMSS2025.10 | 96 | 93.7 | 99.3 | 99.6 | 97.2 | |
| M3SDA2025.10 | 94.5 | 92.2 | 99.2 | 99.5 | 96.4 | |
| DSBN2025.10 | 93.2 | 91.6 | 98.9 | 99.3 | 95.8 | |
| Source-only2025.10 | 86.1 | 87.8 | 98.3 | 99 | 92.8 | |
| FADA2025.10 | 84.2 | 88.7 | 87.1 | 88.1 | 87.1 |