Table 3.
Method | Domain 1 | Domain 2 | Domain 3 | Domain 4 | Mean | ||||
---|---|---|---|---|---|---|---|---|---|
OC | OD | OC | OD | OC | OD | OC | OD | Total | |
U-Net [18] | 0.7703 | 0.9496 | 0.7821 | 0.8969 | 0.8028 | 0.8933 | 0.8474 | 0.9009 | 0.8554 |
Mixup [29] | 0.7332 | 0.9297 | 0.7112 | 0.8678 | 0.8216 | 0.9042 | 0.8623 | 0.9076 | 0.8423 |
DST [30] | 0.7563 | 0.9220 | 0.8080 | 0.9077 | 0.8432 | 0.9402 | 0.8624 | 0.9066 | 0.8683 |
JiGen [31] | 0.8081 | 0.9503 | 0.7946 | 0.9047 | 0.8265 | 0.9194 | 0.8430 | 0.9106 | 0.8697 |
DoFE [28] | 0.8359 | 0.9559 | 0.8000 | 0.9837 | 0.8666 | 0.9198 | 0.8704 | 0.9332 | 0.8844 |
SAM | 0.5710 | 0.5563 | 0.5200 | 0.3333 | 0.5830 | 0.4157 | 0.3598 | 0.4056 | 0.4609 |