LSMI
Benchmarks
TaskDatasetSOTA resultTrendResults
LSMI Sony 1.0
1.76Mean
12
LSMI Nikon 1.0
1.9Mean Error
12
LSMI Galaxy 1.0
1.96Mean Error
12
LSMI Multi-illuminant Sony
1.44Angular Error
8
LSMI Multi-illuminant Galaxy
2.06Angular Error (Ang.)
8
LSMI Single-illuminant Sony
1.59Angular Error
8
LSMI Single-illuminant Galaxy
2.38Angular Error
8
LSMI cross-camera (all-in-one)
1.93Mean MAE
7
LSMI multi-illuminant scenario (test)
2.03MAE
6
LSMI single-illuminant scenario (test)
1.01MAE
6
LSMI device-specific (test)
1.66MAE Mean (Galaxy)
3