ML Research Wiki / Benchmarks / Multi-Label Classification / MLRSNet

MLRSNet

Multi-Label Classification Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: F1-score

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Model	Paper	F1-score	Date	Actions
ResNet50 (fine-tuning)	Do we still need ImageNet pre-training in remote …	92.41	2021-11-05
ResNet50 (scratch)	Do we still need ImageNet pre-training in remote …	91.83	2021-11-05

Rank	Model	Paper	F1-score	Date	Code
1	ResNet50 (fine-tuning)	Do we still need ImageNet pre-training in remote sensing scene classification?	92.41	2021-11-05	📦 risojevicv/rssc-transfer
2	ResNet50 (scratch)	Do we still need ImageNet pre-training in remote sensing scene classification?	91.83	2021-11-05	📦 risojevicv/rssc-transfer

2021

ResNet50 (fine-tuning)

risojevicv/rssc-transfer

2021

ResNet50 (scratch)

risojevicv/rssc-transfer