Unsupervised Semantic Segmentation on ImageNet-S50 (test)
41.5mIoUPASS_p + RC
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PASS_p + RCPrior=S2021.06 | 41.5 | 17.1 | — | 61.8 | 1,580 | 37.9 | 44.8 | 43.2 | 1,030 | 16.5 | 18.3 | 16.4 | |
| PASS_p + SalPrior=S2021.06 | 41.5 | 19.5 | — | 65.2 | 1,720 | 40.8 | 44.4 | 37.8 | 1,360 | 21.8 | 19.9 | 14.7 | |
| PASS_pPrior=None2021.06 | 31.5 | 6.6 | — | 64.1 | 850 | 25.6 | 36 | 40.3 | 410 | 5.1 | 7.2 | 9.8 | |
| PASS_sPrior=None2021.06 | 28.6 | 6.7 | — | 65.5 | 460 | 24.1 | 32.5 | 32.4 | 190 | 5.4 | 7.4 | 8.9 | |
| MaskConPrior=S2021.06 | 23.1 | 14.3 | — | 47.6 | 1,020 | 24.4 | 23.7 | 19.7 | 890 | 16.1 | 13.7 | 9.9 | |
| PICIEPrior=I2021.06 | 17.9 | 4 | — | 44 | 440 | 13.3 | 20.4 | 23.5 | 90 | 2.7 | 4.4 | 5.8 | |
| MDCPrior=I2021.06 | 14.6 | 3.1 | — | 40.8 | 270 | 11.1 | 14.93 | 19.51 | 90 | 2.2 | 3.2 | 4.8 | |
| MaskCon+Prior=S2021.06 | 9.2 | 5.3 | — | 22.4 | 150 | 8.1 | 9.9 | 9.7 | 120 | 5.3 | 5.6 | 4.8 | |
| PICIEPrior=None2021.06 | 4.6 | 1.6 | — | 14 | 20 | 3.1 | 5.1 | 5.4 | 10 | 1.2 | 1.7 | 1.9 | |
| MDCPrior=None2021.06 | 3.7 | 1.2 | — | 13.4 | 40 | 2.6 | 3.8 | 5 | 20 | 1.1 | 1.4 | 1.5 |