ViViD
Benchmarks
TaskDatasetSOTA resultTrendResults
VIVID Mean over sequences
0.23ATE RMSE
20
ViViD Dataset
0.108L1
18
VIVID in_rob_local
0.05ATE RMSE
18
VIVID in_unst_local
0.04ATE RMSE
17
VIVID in_rob_global
0.07ATE RMSE
17
ViViD (test)
10.756VFID_I^u
17
VIVID in_rob_dark
0.04ATE RMSE
16
VIVID in_unst_global
0.04ATE RMSE
15
VIVID in_agg_global
0.08ATE RMSE
14
VIVID in_unst_dark
0.06ATE RMSE
13
VIVID in_agg_dark
0.09ATE RMSE
12
ViViD paired (test)
9.609VFID (I^p)
8
ViViD++ indoor_aggresive_dark, indoor_unstable_dark, outdoor_robust_night2
0.127AbsRel
7
ViViD-S (test)
16.44VFID (I)
5
VIVID Thermal Sequences
28.73PSNR (IRD)
5
VIVID RGB Sequences
28.03PSNR (IRG)
5
ViViD++ global robust sequence
100Tracking Percentage
4
Vivid-210K (test)
7.15WER
3