Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Optical Flow Estimation on OctoSense night (test)
Loading...
2.38
EPE (px)
Late-fusion MAE (w/ full attention)
1.716
6.198
10.68
15.162
Jun 25, 2026
EPE (px)
Updated 29d ago
Evaluation Results
Method
Method
Links
EPE (px)
Late-fusion MAE (w/ full attention)
Attention=full
2026.06
2.38
Late-fusion MAE
Fusion=late
2026.06
2.39
Late-fusion MAE (w/o EV)
Removed Modality=EV
2026.06
2.42
Late-fusion MAE (w/o RGB)
Removed Modality=RGB
2026.06
2.43
Early-fusion MAE
Fusion=early
2026.06
2.45
Late-fusion MAE (w/o IMU)
Removed Modality=IMU
2026.06
2.49
Late-fusion MAE (w/o LiDAR)
Removed Modality=LiDAR
2026.06
8.05
V-JEPA 2.1 (stereo)*
Encoder=V-JEPA 2.1, In...
2026.06
10.55
V-JEPA 2.1
Encoder=V-JEPA 2.1
2026.06
10.9
RGB-only video MAE
Modality=RGB, Type=video
2026.06
11.56
Late-fusion MAE (w/ only RGB)
Modality=only RGB
2026.06
12.81
DINOv3
Encoder=DINOv3
2026.06
16.97
Perception Enc.
Encoder=Perception Enc.
2026.06
17.84
SigLIP 2
Encoder=SigLIP 2
2026.06
18.12
DINOv2
Encoder=DINOv2
2026.06
18.36
RGB-only image MAE
Modality=RGB, Type=image
2026.06
18.98
Feedback
Search any
task
Search any
task