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Optical Flow Estimation on OctoSense day (test)
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1.96
EPE (px)
Late-fusion MAE (w/ full attention)
1.2032
6.3116
11.42
16.5284
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
1.96
Late-fusion MAE
Fusion=late
2026.06
1.97
Late-fusion MAE (w/o EV)
Removed Modality=EV
2026.06
2
Early-fusion MAE
Fusion=early
2026.06
2.01
Late-fusion MAE (w/o RGB)
Removed Modality=RGB
2026.06
2.02
Late-fusion MAE (w/o IMU)
Removed Modality=IMU
2026.06
2.05
Late-fusion MAE (w/o LiDAR)
Removed Modality=LiDAR
2026.06
7.19
V-JEPA 2.1 (stereo)*
Encoder=V-JEPA 2.1, In...
2026.06
9.03
V-JEPA 2.1
Encoder=V-JEPA 2.1
2026.06
9.13
RGB-only video MAE
Modality=RGB, Type=video
2026.06
10.11
Late-fusion MAE (w/ only RGB)
Modality=only RGB
2026.06
11.31
DINOv3
Encoder=DINOv3
2026.06
19.43
DINOv2
Encoder=DINOv2
2026.06
19.46
Perception Enc.
Encoder=Perception Enc.
2026.06
19.9
SigLIP 2
Encoder=SigLIP 2
2026.06
20.22
RGB-only image MAE
Modality=RGB, Type=image
2026.06
20.88
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