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Image Classification on ForestNet (val)

57AccuracyNeighborMAE
40.46444.75749.0553.343Mar 3, 2026
Updated 8mo ago

Evaluation results

MethodLinks
NeighborMAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0357
NeighborMAEPre-training Data=Satl. [41], Evaluation Protocol=full fine-tuning2026.0356.8
ScaleMAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0356.3
MAEPre-training Data=Satl. [41], Evaluation Protocol=full fine-tuning2026.0356
MAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0355.5
SatMAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0354.8
SatMAE++Pre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0354.2
DOFAPre-training Data=DOFA [46], Evaluation Protocol=full fine-tuning2026.0354
Temporal SatMAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0352.4
NeighborMAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0352.4
NeighborMAEPre-training Data=Satl. [41], Evaluation Protocol=frozen backbone2026.0351.5
ScaleMAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0350.8
MAEPre-training Data=Satl. [41], Evaluation Protocol=frozen backbone2026.0350.4
MAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0350.1
CrossScale MAEPre-training Data=fMoW [8], Evaluation Protocol=full fine-tuning2026.0349.7
SatMAE++Pre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0348.3
SatMAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0344.7
Temporal SatMAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0343.8
DOFAPre-training Data=DOFA [46], Evaluation Protocol=frozen backbone2026.0343.8
CrossScale MAEPre-training Data=fMoW [8], Evaluation Protocol=frozen backbone2026.0341.1