DIODE
Benchmarks
TaskDatasetSOTA resultTrendResults
DIODE Indoor
0.127MAEp
9
Diode 92
9.2Relp
9
DIODE Outdoor
0.504AbsRel
8
DIODE (val)
18.2AbsRel
8
DIODE Out (Block Mask)
2.298RMSE
7
DIODE-In Block Mask
0.06RMSE
7
DIODE
1.736RMSE
7
DIODE
77.9Delta 1.25 Accuracy
7
DIODE Indoor (unseen)
45.5δ1 Accuracy
7
DIODE Outdoor unseen (test)
0.161Delta1
7
DIODE Outdoor zero-shot
0.161delta1
7
DIODE (val)
0.06Standardized L1 Error
6
DIODE (val)
4Mean Angle Error
6
DIODE 25% near outliers (test)
26.7AbsRel
5
DIODE 25% dropout outliers (test)
0.323AbsRel
5
DIODE indoor
13.701Mean Error
5
DIODE
0.363Bitrate (bpp)
5
DIODE (test)
0.255AbsRel
5
DIODE Out
0.075Rel Error
5
DIODE In
0.034Relative Error
5
DIODE Indoor
0.09RMSE (Easy)
5
DIODE Indoor (val)
81Delta 1 Acc
5
DIODE 60 (test)
0.066AbsRel
4
DIODE
59.6FID-I
4
DIODE (test)
0.058AbsRel
3