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Benchmarks
Weight Estimation on Cattle Point Clouds SAM 3D + agreement
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0.69
R2
Ensemble ML
0.2428
0.3589
0.475
0.5911
Jan 25, 2026
R2
MAE (kg)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
MAE (kg)
MAPE (%)
Ensemble ML
validation=5-fold cros...
2026.01
0.69
9.16
0.0222
PointNet++
validation=5-fold cros...
2026.01
0.3
35.9
0.0802
PointNet
validation=5-fold cros...
2026.01
0.26
30.3
0.0678
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